Zipf1 Decay Model with Treshold 0.8 Test Data Result Obj Size Ignored

Result

Model Summaries

Model	Better than base % of the times
LR_7_decay_rtime[cache_size=0.01,treshold=0.8]	0
LR_7_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0
LR_7_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0
LR_7_decay_vtime[cache_size=0.01,treshold=0.8]	0
LR_7_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0
LR_7_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0
LR_8_decay_rtime[cache_size=0.01,treshold=0.8]	0
LR_8_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0
LR_8_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0
LR_8_decay_vtime[cache_size=0.01,treshold=0.8]	0
LR_8_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0
LR_8_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0
LR_9_decay_rtime[cache_size=0.01,treshold=0.8]	0
LR_9_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0
LR_9_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0
LR_9_decay_vtime[cache_size=0.01,treshold=0.8]	0
LR_9_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0
LR_9_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0
LR_decay_rtime[cache_size=0.01,treshold=0.8]	0
LR_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0
LR_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0
LR_decay_vtime[cache_size=0.01,treshold=0.8]	0
LR_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0
LR_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0
LR_7_decay_rtime[cache_size=0.1,treshold=0.8]	0
LR_7_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0
LR_7_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0
LR_7_decay_vtime[cache_size=0.1,treshold=0.8]	0
LR_7_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0
LR_7_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0
LR_8_decay_rtime[cache_size=0.1,treshold=0.8]	0
LR_8_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0
LR_8_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0
LR_8_decay_vtime[cache_size=0.1,treshold=0.8]	0
LR_8_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0
LR_8_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0
LR_9_decay_rtime[cache_size=0.1,treshold=0.8]	0
LR_9_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0
LR_9_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0
LR_9_decay_vtime[cache_size=0.1,treshold=0.8]	0
LR_9_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0
LR_9_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0
LR_decay_rtime[cache_size=0.1,treshold=0.8]	0
LR_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0
LR_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0
LR_decay_vtime[cache_size=0.1,treshold=0.8]	0
LR_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0
LR_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0
LR_7_decay_rtime[cache_size=0.2,treshold=0.8]	0
LR_7_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0
LR_7_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0
LR_7_decay_vtime[cache_size=0.2,treshold=0.8]	0
LR_7_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0
LR_7_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0
LR_8_decay_rtime[cache_size=0.2,treshold=0.8]	0
LR_8_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0
LR_8_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0
LR_8_decay_vtime[cache_size=0.2,treshold=0.8]	0
LR_8_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0
LR_8_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0
LR_9_decay_rtime[cache_size=0.2,treshold=0.8]	0
LR_9_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0
LR_9_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0
LR_9_decay_vtime[cache_size=0.2,treshold=0.8]	0
LR_9_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0
LR_9_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0
LR_decay_rtime[cache_size=0.2,treshold=0.8]	0
LR_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0
LR_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0
LR_decay_vtime[cache_size=0.2,treshold=0.8]	0
LR_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0
LR_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0
LR_7_decay_rtime[cache_size=0.4,treshold=0.8]	0
LR_7_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0
LR_7_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0
LR_7_decay_vtime[cache_size=0.4,treshold=0.8]	0
LR_7_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0
LR_7_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0
LR_8_decay_rtime[cache_size=0.4,treshold=0.8]	0
LR_8_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0
LR_8_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0
LR_8_decay_vtime[cache_size=0.4,treshold=0.8]	0
LR_8_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0
LR_8_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0
LR_9_decay_rtime[cache_size=0.4,treshold=0.8]	0
LR_9_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0
LR_9_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0
LR_9_decay_vtime[cache_size=0.4,treshold=0.8]	0
LR_9_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0
LR_9_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0
LR_decay_rtime[cache_size=0.4,treshold=0.8]	0
LR_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0
LR_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0
LR_decay_vtime[cache_size=0.4,treshold=0.8]	0
LR_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0
LR_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0
Offline Clock 1st iteration	0
Offline Clock 2nd iteration	100
Zipf Optimal Distribution	100

Promotion Reduced (%)

Model	Max	Min	Avg	Mdn
LR_7_decay_rtime[cache_size=0.01,treshold=0.8]	16.3437	16.3183	16.3308	16.3313
LR_7_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_7_decay_vtime[cache_size=0.01,treshold=0.8]	0.00053652	0.000335257	0.000427203	0.000430919
LR_7_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_8_decay_rtime[cache_size=0.01,treshold=0.8]	16.4056	16.3827	16.3942	16.3936
LR_8_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_8_decay_vtime[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_9_decay_rtime[cache_size=0.01,treshold=0.8]	16.3956	16.3763	16.3862	16.3844
LR_9_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_9_decay_vtime[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_decay_rtime[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_decay_vtime[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_7_decay_rtime[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_7_decay_vtime[cache_size=0.1,treshold=0.8]	3.89545e-05	0	1.55786e-05	9.73649e-06
LR_7_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_8_decay_rtime[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_8_decay_vtime[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_9_decay_rtime[cache_size=0.1,treshold=0.8]	0.0011589	0.00074971	0.00100663	0.00109018
LR_9_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_9_decay_vtime[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_decay_rtime[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_decay_vtime[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_7_decay_rtime[cache_size=0.2,treshold=0.8]	0.000399983	0.000219937	0.000315886	0.000319889
LR_7_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_7_decay_vtime[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	4.99475e-05	9.99959e-06	2.99851e-05	2.99968e-05
LR_8_decay_rtime[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_8_decay_vtime[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_9_decay_rtime[cache_size=0.2,treshold=0.8]	0.00326906	0.00245915	0.00298893	0.00311966
LR_9_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_9_decay_vtime[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_decay_rtime[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_decay_vtime[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_7_decay_rtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_7_decay_vtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_8_decay_rtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_8_decay_vtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_9_decay_rtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_9_decay_vtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_decay_rtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_decay_vtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
Offline Clock 1st iteration	0	0	0	0
Offline Clock 2nd iteration	43.4673	41.4753	42.6567	43.0175
Zipf Optimal Distribution	17.0869	6.59027	12.1282	13.1121

Miss Ratio Reduced (%)

Model	Max	Min	Avg	Mdn
LR_7_decay_rtime[cache_size=0.01,treshold=0.8]	-0.0120911	-0.020723	-0.0158914	-0.0153021
LR_7_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_7_decay_vtime[cache_size=0.01,treshold=0.8]	0	-0.000246758	-4.93515e-05	0
LR_7_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_8_decay_rtime[cache_size=0.01,treshold=0.8]	-0.00863652	-0.0180093	-0.0130289	-0.012834
LR_8_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_8_decay_vtime[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_9_decay_rtime[cache_size=0.01,treshold=0.8]	-0.000493515	-0.00962139	-0.00458954	-0.00444255
LR_9_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_9_decay_vtime[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_decay_rtime[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_decay_vtime[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0	0	0
LR_7_decay_rtime[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_7_decay_vtime[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_8_decay_rtime[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_8_decay_vtime[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_9_decay_rtime[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_9_decay_vtime[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_decay_rtime[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_decay_vtime[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0	0	0
LR_7_decay_rtime[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_7_decay_vtime[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_8_decay_rtime[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_8_decay_vtime[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_9_decay_rtime[cache_size=0.2,treshold=0.8]	0	-0.000654853	-0.000523631	-0.000654489
LR_9_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_9_decay_vtime[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_decay_rtime[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_decay_vtime[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0	0	0
LR_7_decay_rtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_7_decay_vtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_8_decay_rtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_8_decay_vtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_9_decay_rtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_9_decay_vtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_decay_rtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_decay_vtime[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0	0	0
LR_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0	0	0
Offline Clock 1st iteration	0	0	0	0
Offline Clock 2nd iteration	7.80369	0.100977	2.73498	1.84941
Zipf Optimal Distribution	3.35401	0.0684004	1.23463	0.902408

Model Summaries Plot

Miss Ratio Reduced (%)

Promotion Reduced (%)

Mean Promotion vs Miss Ratio

Cache Size All

Model	Promotion Reduced (%)	Miss Ratio Reduced (%)
Offline Clock 2nd iteration	42.6567	2.73498
Zipf Optimal Distribution	12.1282	1.23463
LR_7_decay_rtime[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_vtime[cache_size=0.1,treshold=0.8]	1.55786e-05	0
LR_7_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	2.99851e-05	0
LR_7_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_rtime[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_rtime[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_rtime[cache_size=0.2,treshold=0.8]	0.000315886	0
LR_7_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_rtime[cache_size=0.1,treshold=0.8]	0.00100663	0
LR_8_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_vtime[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_vtime[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.1,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.2,treshold=0.8]	0	0
LR_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_decay_vtime[cache_size=0.01,treshold=0.8]	0	0
LR_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_decay_vtime[cache_size=0.1,treshold=0.8]	0	0
LR_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
Offline Clock 1st iteration	0	0
LR_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_vtime[cache_size=0.01,treshold=0.8]	0.000427203	-4.93515e-05
LR_9_decay_rtime[cache_size=0.2,treshold=0.8]	0.00298893	-0.000523631
LR_9_decay_rtime[cache_size=0.01,treshold=0.8]	16.3862	-0.00458954
LR_8_decay_rtime[cache_size=0.01,treshold=0.8]	16.3942	-0.0130289
LR_7_decay_rtime[cache_size=0.01,treshold=0.8]	16.3308	-0.0158914

Cache Size 0.01

Model	Promotion Reduced (%)	Miss Ratio Reduced (%)
Offline Clock 2nd iteration	42.0861	0.362449
Zipf Optimal Distribution	8.83002	0.192773
LR_7_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.01,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_vtime[cache_size=0.01,treshold=0.8]	0	0
Offline Clock 1st iteration	0	0
LR_decay_vtime[cache_size=0.01,treshold=0.8]	0	0
LR_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_vtime[cache_size=0.01,treshold=0.8]	0.000427203	-4.93515e-05
LR_9_decay_rtime[cache_size=0.01,treshold=0.8]	16.3862	-0.00458954
LR_8_decay_rtime[cache_size=0.01,treshold=0.8]	16.3942	-0.0130289
LR_7_decay_rtime[cache_size=0.01,treshold=0.8]	16.3308	-0.0158914

Cache Size 0.1

Model	Promotion Reduced (%)	Miss Ratio Reduced (%)
Offline Clock 2nd iteration	43.0216	1.84971
Zipf Optimal Distribution	13.1079	0.901478
LR_7_decay_rtime[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_vtime[cache_size=0.1,treshold=0.8]	1.55786e-05	0
LR_7_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_rtime[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_rtime[cache_size=0.1,treshold=0.8]	0.00100663	0
LR_9_decay_vtime[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_decay_vtime[cache_size=0.1,treshold=0.8]	0	0
Offline Clock 1st iteration	0	0
LR_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0

Cache Size 0.2

Model	Promotion Reduced (%)	Miss Ratio Reduced (%)
Offline Clock 2nd iteration	43.2203	3.56227
Zipf Optimal Distribution	15.0252	1.67385
LR_7_decay_rtime[cache_size=0.2,treshold=0.8]	0.000315886	0
LR_7_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	2.99851e-05	0
LR_8_decay_rtime[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.2,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
Offline Clock 1st iteration	0	0
LR_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
LR_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_rtime[cache_size=0.2,treshold=0.8]	0.00298893	-0.000523631

Cache Size 0.4

Model	Promotion Reduced (%)	Miss Ratio Reduced (%)
Offline Clock 2nd iteration	43.458	7.79849
Zipf Optimal Distribution	17.0787	3.33504
LR_7_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
Offline Clock 1st iteration	0	0
LR_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0

Median Promotion vs Miss Ratio

Cache Size All

Model	Promotion Reduced (%)	Miss Ratio Reduced (%)
Offline Clock 2nd iteration	43.0175	1.84941
Zipf Optimal Distribution	13.1121	0.902408
LR_7_decay_rtime[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_vtime[cache_size=0.01,treshold=0.8]	0.000430919	0
LR_7_decay_vtime[cache_size=0.1,treshold=0.8]	9.73649e-06	0
LR_7_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	2.99968e-05	0
LR_7_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_rtime[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_rtime[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_rtime[cache_size=0.2,treshold=0.8]	0.000319889	0
LR_7_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_rtime[cache_size=0.1,treshold=0.8]	0.00109018	0
LR_8_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_vtime[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_vtime[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.1,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.2,treshold=0.8]	0	0
LR_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_decay_vtime[cache_size=0.01,treshold=0.8]	0	0
LR_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_decay_vtime[cache_size=0.1,treshold=0.8]	0	0
LR_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
Offline Clock 1st iteration	0	0
LR_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_rtime[cache_size=0.2,treshold=0.8]	0.00311966	-0.000654489
LR_9_decay_rtime[cache_size=0.01,treshold=0.8]	16.3844	-0.00444255
LR_8_decay_rtime[cache_size=0.01,treshold=0.8]	16.3936	-0.012834
LR_7_decay_rtime[cache_size=0.01,treshold=0.8]	16.3313	-0.0153021

Cache Size 0.01

Model	Promotion Reduced (%)	Miss Ratio Reduced (%)
Offline Clock 2nd iteration	42.0861	0.361512
Zipf Optimal Distribution	8.82408	0.192718
LR_7_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_7_decay_vtime[cache_size=0.01,treshold=0.8]	0.000430919	0
LR_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.01,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_vtime[cache_size=0.01,treshold=0.8]	0	0
Offline Clock 1st iteration	0	0
LR_decay_vtime[cache_size=0.01,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	0	0
LR_9_decay_rtime[cache_size=0.01,treshold=0.8]	16.3844	-0.00444255
LR_8_decay_rtime[cache_size=0.01,treshold=0.8]	16.3936	-0.012834
LR_7_decay_rtime[cache_size=0.01,treshold=0.8]	16.3313	-0.0153021

Cache Size 0.1

Model	Promotion Reduced (%)	Miss Ratio Reduced (%)
Offline Clock 2nd iteration	43.0175	1.84941
Zipf Optimal Distribution	13.1121	0.902408
LR_7_decay_rtime[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_vtime[cache_size=0.1,treshold=0.8]	9.73649e-06	0
LR_7_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_rtime[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.1,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_rtime[cache_size=0.1,treshold=0.8]	0.00109018	0
LR_9_decay_vtime[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.1,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	0	0
LR_decay_vtime[cache_size=0.1,treshold=0.8]	0	0
Offline Clock 1st iteration	0	0
LR_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	0	0

Cache Size 0.2

Model	Promotion Reduced (%)	Miss Ratio Reduced (%)
Offline Clock 2nd iteration	43.2233	3.56334
Zipf Optimal Distribution	15.0351	1.67163
LR_7_decay_rtime[cache_size=0.2,treshold=0.8]	0.000319889	0
LR_7_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	2.99968e-05	0
LR_8_decay_rtime[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.2,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
Offline Clock 1st iteration	0	0
LR_decay_vtime[cache_size=0.2,treshold=0.8]	0	0
LR_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	0	0
LR_9_decay_rtime[cache_size=0.2,treshold=0.8]	0.00311966	-0.000654489

Cache Size 0.4

Model	Promotion Reduced (%)	Miss Ratio Reduced (%)
Offline Clock 2nd iteration	43.46	7.8007
Zipf Optimal Distribution	17.0793	3.33616
LR_7_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_7_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
LR_8_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_decay_rtime[cache_size=0.4,treshold=0.8]	0	0
LR_9_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0
LR_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	0	0
LR_decay_vtime[cache_size=0.4,treshold=0.8]	0	0
Offline Clock 1st iteration	0	0
LR_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	0	0

Model Classification Report

LR_7_decay_rtime

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.66      0.96      0.78  28055468
           1       0.87      0.35      0.50  21729815

    accuracy                           0.69  49785283
   macro avg       0.76      0.66      0.64  49785283
weighted avg       0.75      0.69      0.66  49785283

Accuracy: 0.6938841544799494

0-1%

              precision    recall  f1-score   support

           0       0.67      0.97      0.79  27764588
           1       0.79      0.21      0.33  17098553

    accuracy                           0.68  44863141
   macro avg       0.73      0.59      0.56  44863141
weighted avg       0.71      0.68      0.61  44863141

Accuracy: 0.6780533266718887

1-10%

              precision    recall  f1-score   support

           0       0.08      0.16      0.11    287564
           1       0.94      0.87      0.90   4164787

    accuracy                           0.83   4452351
   macro avg       0.51      0.52      0.51   4452351
weighted avg       0.88      0.83      0.85   4452351

Accuracy: 0.8276360062358067

10-20%

              precision    recall  f1-score   support

           0       0.01      0.07      0.02      2455
           1       0.99      0.94      0.97    257616

    accuracy                           0.93    260071
   macro avg       0.50      0.51      0.49    260071
weighted avg       0.98      0.93      0.96    260071

Accuracy: 0.9337411706803143

20-40%

              precision    recall  f1-score   support

           0       0.01      0.06      0.01       659
           1       1.00      0.95      0.97    130568

    accuracy                           0.94    131227
   macro avg       0.50      0.51      0.49    131227
weighted avg       0.99      0.94      0.97    131227

Accuracy: 0.9424661083466055

40-80%

              precision    recall  f1-score   support

           0       0.00      0.09      0.01       169
           1       1.00      0.95      0.97     65234

    accuracy                           0.94     65403
   macro avg       0.50      0.52      0.49     65403
weighted avg       0.99      0.94      0.97     65403

Accuracy: 0.9445744079017782

80-90%

              precision    recall  f1-score   support

           0       0.00      0.07      0.01        15
           1       1.00      0.95      0.97      7371

    accuracy                           0.95      7386
   macro avg       0.50      0.51      0.49      7386
weighted avg       1.00      0.95      0.97      7386

Accuracy: 0.9471974004874086

90-100%

              precision    recall  f1-score   support

           0       0.00      0.06      0.01        18
           1       1.00      0.95      0.97      5686

    accuracy                           0.95      5704
   macro avg       0.50      0.50      0.49      5704
weighted avg       0.99      0.95      0.97      5704

Accuracy: 0.9468793828892006

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.82      0.01      0.03  21615229

    accuracy                           0.55  47734596
   macro avg       0.68      0.51      0.37  47734596
weighted avg       0.67      0.55      0.40  47734596

Accuracy: 0.552428033537772

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.50      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.73      0.50      0.49  12561431
weighted avg       0.94      0.96      0.94  12561431

Accuracy: 0.9595251528269351

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.72      0.01      0.02  14466820

    accuracy                           0.48  27835287
   macro avg       0.60      0.50      0.33  27835287
weighted avg       0.60      0.48      0.32  27835287

Accuracy: 0.4832352905145185

10-20%

              precision    recall  f1-score   support

           0       0.13      0.98      0.23    503365
           1       0.88      0.02      0.05   3387274

    accuracy                           0.15   3890639
   macro avg       0.51      0.50      0.14   3890639
weighted avg       0.79      0.15      0.07   3890639

Accuracy: 0.14792557212324248

20-40%

              precision    recall  f1-score   support

           0       0.07      0.97      0.13    147488
           1       0.94      0.03      0.06   1970425

    accuracy                           0.10   2117913
   macro avg       0.50      0.50      0.09   2117913
weighted avg       0.88      0.10      0.06   2117913

Accuracy: 0.09554736195490561

40-80%

              precision    recall  f1-score   support

           0       0.04      0.97      0.07     41616
           1       0.97      0.03      0.06   1064279

    accuracy                           0.07   1105895
   macro avg       0.50      0.50      0.07   1105895
weighted avg       0.93      0.07      0.06   1105895

Accuracy: 0.06813757183096045

80-90%

              precision    recall  f1-score   support

           0       0.03      0.97      0.05      3093
           1       0.98      0.03      0.07    120943

    accuracy                           0.06    124036
   macro avg       0.50      0.50      0.06    124036
weighted avg       0.96      0.06      0.07    124036

Accuracy: 0.05759618175368442

90-100%

              precision    recall  f1-score   support

           0       0.02      0.97      0.05      2328
           1       0.98      0.03      0.07     97067

    accuracy                           0.06     99395
   macro avg       0.50      0.50      0.06     99395
weighted avg       0.96      0.06      0.06     99395

Accuracy: 0.055777453594245185

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.03      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.29      0.50      0.35  45456361
weighted avg       0.31      0.55      0.39  45456361

Accuracy: 0.5476286366169962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.03      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.35      0.50      0.40  24965875
weighted avg       0.47      0.68      0.55  24965875

Accuracy: 0.6788895642552084

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.07      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.17      0.50      0.21   7518650
weighted avg       0.13      0.27      0.12   7518650

Accuracy: 0.2736504558664122

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502299130186517

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08673875347282993

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.058906164281478615

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365423178596614

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_7_decay_rtime_w_0_5

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_7_decay_rtime_w_0_75

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.97      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.77      0.50      0.36  49785283
weighted avg       0.74      0.56      0.41  49785283

Accuracy: 0.5640411846207644

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.79      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.70      0.50      0.38  44863141
weighted avg       0.68      0.62      0.47  44863141

Accuracy: 0.6188776661892667

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.97      0.00      0.01   4164787

    accuracy                           0.07   4452351
   macro avg       0.52      0.50      0.06   4452351
weighted avg       0.91      0.07      0.01   4452351

Accuracy: 0.06797846800488101

10-20%

              precision    recall  f1-score   support

           0       0.01      0.98      0.02      2455
           1       0.99      0.02      0.04    257616

    accuracy                           0.03    260071
   macro avg       0.50      0.50      0.03    260071
weighted avg       0.98      0.03      0.04    260071

Accuracy: 0.029099745838636372

20-40%

              precision    recall  f1-score   support

           0       0.00      0.97      0.01       659
           1       0.99      0.02      0.05    130568

    accuracy                           0.03    131227
   macro avg       0.50      0.50      0.03    131227
weighted avg       0.99      0.03      0.05    131227

Accuracy: 0.028248759782666676

40-80%

              precision    recall  f1-score   support

           0       0.00      0.98      0.01       169
           1       1.00      0.03      0.05     65234

    accuracy                           0.03     65403
   macro avg       0.50      0.50      0.03     65403
weighted avg       1.00      0.03      0.05     65403

Accuracy: 0.027766310413895386

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       1.00      0.03      0.05      7371

    accuracy                           0.03      7386
   macro avg       0.50      0.51      0.03      7386
weighted avg       1.00      0.03      0.05      7386

Accuracy: 0.028973734091524504

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       1.00      0.03      0.06      5686

    accuracy                           0.03      5704
   macro avg       0.50      0.51      0.03      5704
weighted avg       1.00      0.03      0.06      5704

Accuracy: 0.032433380084151475

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_7_decay_vtime

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.18      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.37      0.50      0.36  49785283
weighted avg       0.40      0.56      0.41  49785283

Accuracy: 0.5635278200587913

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.14      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.38      0.50      0.38  44863141
weighted avg       0.43      0.62      0.47  44863141

Accuracy: 0.6188712243754846

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.80      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.43      0.50      0.06   4452351
weighted avg       0.75      0.06      0.01   4452351

Accuracy: 0.06458767514061672

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       1.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.50      0.50      0.01    260071
weighted avg       0.99      0.01      0.00    260071

Accuracy: 0.009447420127580545

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       1.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.50      0.50      0.01    131227
weighted avg       1.00      0.01      0.00    131227

Accuracy: 0.005029452780296738

40-80%

              precision    recall  f1-score   support

           0       0.00      0.99      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.0025686895096555203

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789056306248

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595251528269351

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.48027042077920734

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_7_decay_vtime_w_0_5

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_7_decay_vtime_w_0_75

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476298685677896

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992051192208405

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_8_decay_rtime

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.66      0.96      0.78  28055468
           1       0.87      0.35      0.50  21729815

    accuracy                           0.69  49785283
   macro avg       0.76      0.66      0.64  49785283
weighted avg       0.75      0.69      0.66  49785283

Accuracy: 0.694558209099665

0-1%

              precision    recall  f1-score   support

           0       0.67      0.97      0.79  27764588
           1       0.79      0.21      0.33  17098553

    accuracy                           0.68  44863141
   macro avg       0.73      0.59      0.56  44863141
weighted avg       0.71      0.68      0.61  44863141

Accuracy: 0.6781949351250284

1-10%

              precision    recall  f1-score   support

           0       0.08      0.16      0.11    287564
           1       0.94      0.88      0.91   4164787

    accuracy                           0.83   4452351
   macro avg       0.51      0.52      0.51   4452351
weighted avg       0.88      0.83      0.86   4452351

Accuracy: 0.833451585465746

10-20%

              precision    recall  f1-score   support

           0       0.01      0.08      0.02      2455
           1       0.99      0.94      0.97    257616

    accuracy                           0.94    260071
   macro avg       0.50      0.51      0.50    260071
weighted avg       0.98      0.94      0.96    260071

Accuracy: 0.9368441694767967

20-40%

              precision    recall  f1-score   support

           0       0.01      0.09      0.02       659
           1       1.00      0.95      0.97    130568

    accuracy                           0.94    131227
   macro avg       0.50      0.52      0.49    131227
weighted avg       0.99      0.94      0.97    131227

Accuracy: 0.9447674640127413

40-80%

              precision    recall  f1-score   support

           0       0.01      0.15      0.01       169
           1       1.00      0.95      0.97     65234

    accuracy                           0.95     65403
   macro avg       0.50      0.55      0.49     65403
weighted avg       1.00      0.95      0.97     65403

Accuracy: 0.9471889668669633

80-90%

              precision    recall  f1-score   support

           0       0.01      0.13      0.01        15
           1       1.00      0.95      0.97      7371

    accuracy                           0.95      7386
   macro avg       0.50      0.54      0.49      7386
weighted avg       1.00      0.95      0.97      7386

Accuracy: 0.9505821825074465

90-100%

              precision    recall  f1-score   support

           0       0.02      0.28      0.03        18
           1       1.00      0.95      0.97      5686

    accuracy                           0.95      5704
   macro avg       0.51      0.61      0.50      5704
weighted avg       0.99      0.95      0.97      5704

Accuracy: 0.9481065918653576

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.82      0.02      0.03  21615229

    accuracy                           0.55  47734596
   macro avg       0.68      0.51      0.37  47734596
weighted avg       0.67      0.55      0.40  47734596

Accuracy: 0.5529226014607938

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.46      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.71      0.50      0.49  12561431
weighted avg       0.94      0.96      0.94  12561431

Accuracy: 0.9595244363480562

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.71      0.01      0.02  14466820

    accuracy                           0.48  27835287
   macro avg       0.60      0.50      0.33  27835287
weighted avg       0.60      0.48      0.32  27835287

Accuracy: 0.4835334013261656

10-20%

              precision    recall  f1-score   support

           0       0.13      0.98      0.23    503365
           1       0.88      0.03      0.05   3387274

    accuracy                           0.15   3890639
   macro avg       0.51      0.50      0.14   3890639
weighted avg       0.78      0.15      0.08   3890639

Accuracy: 0.14965665023149155

20-40%

              precision    recall  f1-score   support

           0       0.07      0.97      0.13    147488
           1       0.94      0.03      0.06   1970425

    accuracy                           0.10   2117913
   macro avg       0.50      0.50      0.10   2117913
weighted avg       0.88      0.10      0.07   2117913

Accuracy: 0.09791384254216297

40-80%

              precision    recall  f1-score   support

           0       0.04      0.97      0.07     41616
           1       0.97      0.04      0.07   1064279

    accuracy                           0.07   1105895
   macro avg       0.50      0.50      0.07   1105895
weighted avg       0.93      0.07      0.07   1105895

Accuracy: 0.07080057329131609

80-90%

              precision    recall  f1-score   support

           0       0.03      0.97      0.05      3093
           1       0.98      0.04      0.07    120943

    accuracy                           0.06    124036
   macro avg       0.50      0.50      0.06    124036
weighted avg       0.96      0.06      0.07    124036

Accuracy: 0.06039375665129479

90-100%

              precision    recall  f1-score   support

           0       0.02      0.97      0.05      2328
           1       0.98      0.04      0.07     97067

    accuracy                           0.06     99395
   macro avg       0.50      0.50      0.06     99395
weighted avg       0.96      0.06      0.07     99395

Accuracy: 0.05859449670506565

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_8_decay_rtime_w_0_5

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_8_decay_rtime_w_0_75

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.98      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.77      0.50      0.36  49785283
weighted avg       0.75      0.56      0.41  49785283

Accuracy: 0.563574460348051

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.72      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.67      0.50      0.38  44863141
weighted avg       0.66      0.62      0.47  44863141

Accuracy: 0.6188733419267278

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.98      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.52      0.50      0.06   4452351
weighted avg       0.92      0.06      0.01   4452351

Accuracy: 0.0648529282619452

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.99      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.50      0.50      0.01    260071
weighted avg       0.98      0.01      0.00    260071

Accuracy: 0.011458409434346775

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.99      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.50      0.50      0.01    131227
weighted avg       0.99      0.01      0.00    131227

Accuracy: 0.007269845382428921

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       1.00      0.00      0.01     65234

    accuracy                           0.01     65403
   macro avg       0.50      0.50      0.01     65403
weighted avg       1.00      0.01      0.01     65403

Accuracy: 0.005443175389508127

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       1.00      0.00      0.01      7371

    accuracy                           0.01      7386
   macro avg       0.50      0.50      0.01      7386
weighted avg       1.00      0.01      0.01      7386

Accuracy: 0.005415651232060655

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       1.00      0.00      0.01      5686

    accuracy                           0.01      5704
   macro avg       0.50      0.50      0.01      5704
weighted avg       1.00      0.01      0.01      5704

Accuracy: 0.005960729312762973

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_8_decay_vtime

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_8_decay_vtime_w_0_5

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_8_decay_vtime_w_0_75

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_9_decay_rtime

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.66      0.96      0.78  28055468
           1       0.87      0.36      0.50  21729815

    accuracy                           0.70  49785283
   macro avg       0.76      0.66      0.64  49785283
weighted avg       0.75      0.70      0.66  49785283

Accuracy: 0.6952265993948452

0-1%

              precision    recall  f1-score   support

           0       0.66      0.97      0.79  27764588
           1       0.80      0.21      0.33  17098553

    accuracy                           0.68  44863141
   macro avg       0.73      0.59      0.56  44863141
weighted avg       0.71      0.68      0.61  44863141

Accuracy: 0.6779228409352791

1-10%

              precision    recall  f1-score   support

           0       0.08      0.15      0.11    287564
           1       0.94      0.89      0.91   4164787

    accuracy                           0.84   4452351
   macro avg       0.51      0.52      0.51   4452351
weighted avg       0.88      0.84      0.86   4452351

Accuracy: 0.8425939464341423

10-20%

              precision    recall  f1-score   support

           0       0.02      0.07      0.03      2455
           1       0.99      0.96      0.97    257616

    accuracy                           0.95    260071
   macro avg       0.50      0.51      0.50    260071
weighted avg       0.98      0.95      0.96    260071

Accuracy: 0.9470183142295757

20-40%

              precision    recall  f1-score   support

           0       0.01      0.08      0.02       659
           1       1.00      0.96      0.98    130568

    accuracy                           0.95    131227
   macro avg       0.50      0.52      0.50    131227
weighted avg       0.99      0.95      0.97    131227

Accuracy: 0.954795888041333

40-80%

              precision    recall  f1-score   support

           0       0.01      0.14      0.02       169
           1       1.00      0.96      0.98     65234

    accuracy                           0.96     65403
   macro avg       0.50      0.55      0.50     65403
weighted avg       1.00      0.96      0.98     65403

Accuracy: 0.9576472027277037

80-90%

              precision    recall  f1-score   support

           0       0.01      0.13      0.01        15
           1       1.00      0.96      0.98      7371

    accuracy                           0.96      7386
   macro avg       0.50      0.55      0.50      7386
weighted avg       1.00      0.96      0.98      7386

Accuracy: 0.9601949634443542

90-100%

              precision    recall  f1-score   support

           0       0.02      0.22      0.03        18
           1       1.00      0.96      0.98      5686

    accuracy                           0.96      5704
   macro avg       0.51      0.59      0.51      5704
weighted avg       0.99      0.96      0.98      5704

Accuracy: 0.9588008415147266

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.81      0.02      0.04  21615229

    accuracy                           0.55  47734596
   macro avg       0.68      0.51      0.38  47734596
weighted avg       0.67      0.55      0.41  47734596

Accuracy: 0.5548408118924899

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.40      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.68      0.50      0.49  12561431
weighted avg       0.94      0.96      0.94  12561431

Accuracy: 0.9595222073026553

1-10%

              precision    recall  f1-score   support

           0       0.48      0.99      0.65  13368467
           1       0.71      0.01      0.03  14466820

    accuracy                           0.48  27835287
   macro avg       0.59      0.50      0.34  27835287
weighted avg       0.60      0.48      0.33  27835287

Accuracy: 0.48464120380723935

10-20%

              precision    recall  f1-score   support

           0       0.13      0.97      0.23    503365
           1       0.88      0.04      0.07   3387274

    accuracy                           0.16   3890639
   macro avg       0.51      0.50      0.15   3890639
weighted avg       0.78      0.16      0.09   3890639

Accuracy: 0.15661463322605876

20-40%

              precision    recall  f1-score   support

           0       0.07      0.96      0.13    147488
           1       0.94      0.04      0.08   1970425

    accuracy                           0.11   2117913
   macro avg       0.50      0.50      0.11   2117913
weighted avg       0.88      0.11      0.09   2117913

Accuracy: 0.1071672915742998

40-80%

              precision    recall  f1-score   support

           0       0.04      0.96      0.07     41616
           1       0.97      0.05      0.09   1064279

    accuracy                           0.08   1105895
   macro avg       0.50      0.50      0.08   1105895
weighted avg       0.93      0.08      0.09   1105895

Accuracy: 0.08127173013712875

80-90%

              precision    recall  f1-score   support

           0       0.03      0.96      0.05      3093
           1       0.98      0.05      0.09    120943

    accuracy                           0.07    124036
   macro avg       0.50      0.50      0.07    124036
weighted avg       0.96      0.07      0.09    124036

Accuracy: 0.07212422200006449

90-100%

              precision    recall  f1-score   support

           0       0.02      0.96      0.05      2328
           1       0.98      0.05      0.09     97067

    accuracy                           0.07     99395
   macro avg       0.50      0.50      0.07     99395
weighted avg       0.96      0.07      0.09     99395

Accuracy: 0.06918859097540117

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.12      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.33      0.50      0.35  45456361
weighted avg       0.35      0.55      0.39  45456361

Accuracy: 0.5476166910941244

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992051192208405

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.10      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.39      0.50      0.40  24965875
weighted avg       0.49      0.68      0.55  24965875

Accuracy: 0.6788771873607474

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.20      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.24      0.50      0.21   7518650
weighted avg       0.22      0.27      0.12   7518650

Accuracy: 0.27363861863499434

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.11      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.13      0.50      0.13   4805513
weighted avg       0.12      0.16      0.04   4805513

Accuracy: 0.15500634375559905

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.05      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.07      0.50      0.08   2719684
weighted avg       0.05      0.09      0.01   2719684

Accuracy: 0.08672110436359519

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05888713774262801

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.11      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.08      0.50      0.05    253829
weighted avg       0.11      0.05      0.01    253829

Accuracy: 0.05363059382497666

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_9_decay_rtime_w_0_5

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_9_decay_rtime_w_0_75

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_9_decay_vtime

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_9_decay_vtime_w_0_5

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_9_decay_vtime_w_0_75

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_decay_rtime

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_decay_rtime_w_0_5

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_decay_rtime_w_0_75

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_decay_vtime

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_decay_vtime_w_0_5

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

LR_decay_vtime_w_0_75

0.01

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.56      1.00      0.72  28055468
           1       0.00      0.00      0.00  21729815

    accuracy                           0.56  49785283
   macro avg       0.28      0.50      0.36  49785283
weighted avg       0.32      0.56      0.41  49785283

Accuracy: 0.5635293466143398

0-1%

              precision    recall  f1-score   support

           0       0.62      1.00      0.76  27764588
           1       0.00      0.00      0.00  17098553

    accuracy                           0.62  44863141
   macro avg       0.31      0.50      0.38  44863141
weighted avg       0.38      0.62      0.47  44863141

Accuracy: 0.6188730298665446

1-10%

              precision    recall  f1-score   support

           0       0.06      1.00      0.12    287564
           1       0.00      0.00      0.00   4164787

    accuracy                           0.06   4452351
   macro avg       0.03      0.50      0.06   4452351
weighted avg       0.00      0.06      0.01   4452351

Accuracy: 0.06458700133929243

10-20%

              precision    recall  f1-score   support

           0       0.01      1.00      0.02      2455
           1       0.00      0.00      0.00    257616

    accuracy                           0.01    260071
   macro avg       0.00      0.50      0.01    260071
weighted avg       0.00      0.01      0.00    260071

Accuracy: 0.009439729919906487

20-40%

              precision    recall  f1-score   support

           0       0.01      1.00      0.01       659
           1       0.00      0.00      0.00    130568

    accuracy                           0.01    131227
   macro avg       0.00      0.50      0.00    131227
weighted avg       0.00      0.01      0.00    131227

Accuracy: 0.005021832397296288

40-80%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01       169
           1       0.00      0.00      0.00     65234

    accuracy                           0.00     65403
   macro avg       0.00      0.50      0.00     65403
weighted avg       0.00      0.00      0.00     65403

Accuracy: 0.002583979328165375

80-90%

              precision    recall  f1-score   support

           0       0.00      1.00      0.00        15
           1       0.00      0.00      0.00      7371

    accuracy                           0.00      7386
   macro avg       0.00      0.50      0.00      7386
weighted avg       0.00      0.00      0.00      7386

Accuracy: 0.0020308692120227455

90-100%

              precision    recall  f1-score   support

           0       0.00      1.00      0.01        18
           1       0.00      0.00      0.00      5686

    accuracy                           0.00      5704
   macro avg       0.00      0.50      0.00      5704
weighted avg       0.00      0.00      0.00      5704

Accuracy: 0.003155680224403927

0.1

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  26119367
           1       0.00      0.00      0.00  21615229

    accuracy                           0.55  47734596
   macro avg       0.27      0.50      0.35  47734596
weighted avg       0.30      0.55      0.39  47734596

Accuracy: 0.5471789684781243

0-1%

              precision    recall  f1-score   support

           0       0.96      1.00      0.98  12053010
           1       0.00      0.00      0.00    508421

    accuracy                           0.96  12561431
   macro avg       0.48      0.50      0.49  12561431
weighted avg       0.92      0.96      0.94  12561431

Accuracy: 0.9595252324356994

1-10%

              precision    recall  f1-score   support

           0       0.48      1.00      0.65  13368467
           1       0.00      0.00      0.00  14466820

    accuracy                           0.48  27835287
   macro avg       0.24      0.50      0.32  27835287
weighted avg       0.23      0.48      0.31  27835287

Accuracy: 0.4802704926304514

10-20%

              precision    recall  f1-score   support

           0       0.13      1.00      0.23    503365
           1       0.00      0.00      0.00   3387274

    accuracy                           0.13   3890639
   macro avg       0.06      0.50      0.11   3890639
weighted avg       0.02      0.13      0.03   3890639

Accuracy: 0.12937849026856513

20-40%

              precision    recall  f1-score   support

           0       0.07      1.00      0.13    147488
           1       0.00      0.00      0.00   1970425

    accuracy                           0.07   2117913
   macro avg       0.03      0.50      0.07   2117913
weighted avg       0.00      0.07      0.01   2117913

Accuracy: 0.0696383656930195

40-80%

              precision    recall  f1-score   support

           0       0.04      1.00      0.07     41616
           1       0.00      0.00      0.00   1064279

    accuracy                           0.04   1105895
   macro avg       0.02      0.50      0.04   1105895
weighted avg       0.00      0.04      0.00   1105895

Accuracy: 0.03763105900650604

80-90%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      3093
           1       0.00      0.00      0.00    120943

    accuracy                           0.02    124036
   macro avg       0.01      0.50      0.02    124036
weighted avg       0.00      0.02      0.00    124036

Accuracy: 0.024936308813570254

90-100%

              precision    recall  f1-score   support

           0       0.02      1.00      0.05      2328
           1       0.00      0.00      0.00     97067

    accuracy                           0.02     99395
   macro avg       0.01      0.50      0.02     99395
weighted avg       0.00      0.02      0.00     99395

Accuracy: 0.023421701292821572

0.2

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.55      1.00      0.71  24893266
           1       0.00      0.00      0.00  20563095

    accuracy                           0.55  45456361
   macro avg       0.27      0.50      0.35  45456361
weighted avg       0.30      0.55      0.39  45456361

Accuracy: 0.5476299785633962

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   4873589
           1       0.00      0.00      0.00      3872

    accuracy                           1.00   4877461
   macro avg       0.50      0.50      0.50   4877461
weighted avg       1.00      1.00      1.00   4877461

Accuracy: 0.9992061443443627

1-10%

              precision    recall  f1-score   support

           0       0.68      1.00      0.81  16949103
           1       0.00      0.00      0.00   8016772

    accuracy                           0.68  24965875
   macro avg       0.34      0.50      0.40  24965875
weighted avg       0.46      0.68      0.55  24965875

Accuracy: 0.678890805950122

10-20%

              precision    recall  f1-score   support

           0       0.27      1.00      0.43   2057494
           1       0.00      0.00      0.00   5461156

    accuracy                           0.27   7518650
   macro avg       0.14      0.50      0.21   7518650
weighted avg       0.07      0.27      0.12   7518650

Accuracy: 0.2736520518976146

20-40%

              precision    recall  f1-score   support

           0       0.16      1.00      0.27    744974
           1       0.00      0.00      0.00   4060539

    accuracy                           0.16   4805513
   macro avg       0.08      0.50      0.13   4805513
weighted avg       0.02      0.16      0.04   4805513

Accuracy: 0.15502486415082012

40-80%

              precision    recall  f1-score   support

           0       0.09      1.00      0.16    235909
           1       0.00      0.00      0.00   2483775

    accuracy                           0.09   2719684
   macro avg       0.04      0.50      0.08   2719684
weighted avg       0.01      0.09      0.01   2719684

Accuracy: 0.08674132730126

80-90%

              precision    recall  f1-score   support

           0       0.06      1.00      0.11     18577
           1       0.00      0.00      0.00    296772

    accuracy                           0.06    315349
   macro avg       0.03      0.50      0.06    315349
weighted avg       0.00      0.06      0.01    315349

Accuracy: 0.05890933537128705

90-100%

              precision    recall  f1-score   support

           0       0.05      1.00      0.10     13620
           1       0.00      0.00      0.00    240209

    accuracy                           0.05    253829
   macro avg       0.03      0.50      0.05    253829
weighted avg       0.00      0.05      0.01    253829

Accuracy: 0.05365817144613105

0.4

Treshold: 0.8

All

              precision    recall  f1-score   support

           0       0.57      1.00      0.73  22531902
           1       0.00      0.00      0.00  16938696

    accuracy                           0.57  39470598
   macro avg       0.29      0.50      0.36  39470598
weighted avg       0.33      0.57      0.41  39470598

Accuracy: 0.5708528155565314

0-1%

              precision    recall  f1-score   support

           0       1.00      1.00      1.00   1549999

    accuracy                           1.00   1549999
   macro avg       1.00      1.00      1.00   1549999
weighted avg       1.00      1.00      1.00   1549999

Accuracy: 1.0

1-10%

              precision    recall  f1-score   support

           0       0.90      1.00      0.95  11439888
           1       0.00      0.00      0.00   1271288

    accuracy                           0.90  12711176
   macro avg       0.45      0.50      0.47  12711176
weighted avg       0.81      0.90      0.85  12711176

Accuracy: 0.8999865944740282

10-20%

              precision    recall  f1-score   support

           0       0.57      1.00      0.73   5044441
           1       0.00      0.00      0.00   3812372

    accuracy                           0.57   8856813
   macro avg       0.28      0.50      0.36   8856813
weighted avg       0.32      0.57      0.41   8856813

Accuracy: 0.5695548726161431

20-40%

              precision    recall  f1-score   support

           0       0.35      1.00      0.52   2995598
           1       0.00      0.00      0.00   5583215

    accuracy                           0.35   8578813
   macro avg       0.17      0.50      0.26   8578813
weighted avg       0.12      0.35      0.18   8578813

Accuracy: 0.34918560411562766

40-80%

              precision    recall  f1-score   support

           0       0.21      1.00      0.34   1295061
           1       0.00      0.00      0.00   5001564

    accuracy                           0.21   6296625
   macro avg       0.10      0.50      0.17   6296625
weighted avg       0.04      0.21      0.07   6296625

Accuracy: 0.20567542135667918

80-90%

              precision    recall  f1-score   support

           0       0.15      1.00      0.25    117971
           1       0.00      0.00      0.00    692761

    accuracy                           0.15    810732
   macro avg       0.07      0.50      0.13    810732
weighted avg       0.02      0.15      0.04    810732

Accuracy: 0.14551171040491803

90-100%

              precision    recall  f1-score   support

           0       0.13      1.00      0.24     88944
           1       0.00      0.00      0.00    577496

    accuracy                           0.13    666440
   macro avg       0.07      0.50      0.12    666440
weighted avg       0.02      0.13      0.03    666440

Accuracy: 0.13346137686813517

Individual Workload Result

zipf_1_15

Ignore Obj Size

0.01

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	6046758	0.403719	../../result/log/zipf_1_15	0.01	1
Zipf Optimal Distribution	9519768	0.404397	../../result/log/zipf_1_15	0.01	1
LR_7_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
Offline Clock 1st iteration	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_7_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_7_decay_vtime[cache_size=0.01,treshold=0.8]	10440919	0.405173	../../result/log/zipf_1_15	0.01	1
LR_7_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_7_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_9_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_8_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_8_decay_vtime[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_8_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_8_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_9_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_9_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_8_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_decay_vtime[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_9_decay_vtime[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_decay_rtime[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_9_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10440959	0.405173	../../result/log/zipf_1_15	0.01	1
LR_9_decay_rtime[cache_size=0.01,treshold=0.8]	8731112	0.405191	../../result/log/zipf_1_15	0.01	1
LR_8_decay_rtime[cache_size=0.01,treshold=0.8]	8730451	0.405225	../../result/log/zipf_1_15	0.01	1
LR_7_decay_rtime[cache_size=0.01,treshold=0.8]	8737176	0.405235	../../result/log/zipf_1_15	0.01	1

0.1

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5855919	0.209857	../../result/log/zipf_1_15	0.1	1
Zipf Optimal Distribution	8927244	0.211885	../../result/log/zipf_1_15	0.1	1
LR_7_decay_rtime[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
Offline Clock 1st iteration	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_7_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_7_decay_vtime[cache_size=0.1,treshold=0.8]	10273543	0.213817	../../result/log/zipf_1_15	0.1	1
LR_7_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_7_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_8_decay_rtime[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_8_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_8_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_8_decay_vtime[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_8_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_8_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_9_decay_rtime[cache_size=0.1,treshold=0.8]	10273433	0.213817	../../result/log/zipf_1_15	0.1	1
LR_7_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_9_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_9_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_9_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_9_decay_vtime[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_decay_rtime[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_9_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_decay_vtime[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1
LR_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10273545	0.213817	../../result/log/zipf_1_15	0.1	1

0.2

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5679810	0.147307	../../result/log/zipf_1_15	0.2	1
Zipf Optimal Distribution	8496578	0.150203	../../result/log/zipf_1_15	0.2	1
LR_7_decay_rtime[cache_size=0.2,treshold=0.8]	10000375	0.15275	../../result/log/zipf_1_15	0.2	1
Offline Clock 1st iteration	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_7_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_7_decay_vtime[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_7_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_7_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_8_decay_rtime[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_8_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_8_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_8_decay_vtime[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_8_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_8_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_9_decay_rtime[cache_size=0.2,treshold=0.8]	10000097	0.15275	../../result/log/zipf_1_15	0.2	1
LR_7_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10000414	0.15275	../../result/log/zipf_1_15	0.2	1
LR_9_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_9_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_9_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_9_decay_vtime[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_decay_rtime[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_9_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_decay_vtime[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1
LR_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10000415	0.15275	../../result/log/zipf_1_15	0.2	1

0.4

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5220469	0.0827401	../../result/log/zipf_1_15	0.4	1
Zipf Optimal Distribution	7658498	0.0867334	../../result/log/zipf_1_15	0.4	1
LR_7_decay_rtime[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
Offline Clock 1st iteration	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_7_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_7_decay_vtime[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_7_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_7_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_8_decay_rtime[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_8_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_8_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_8_decay_vtime[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_8_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_8_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_9_decay_rtime[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_7_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_9_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_9_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_9_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_9_decay_vtime[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_decay_rtime[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_9_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_decay_vtime[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1
LR_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9234422	0.0897434	../../result/log/zipf_1_15	0.4	1

zipf_1_16

Ignore Obj Size

0.01

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	6044928	0.403882	../../result/log/zipf_1_16	0.01	1
Zipf Optimal Distribution	9516893	0.40457	../../result/log/zipf_1_16	0.01	1
LR_7_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
Offline Clock 1st iteration	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_7_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_7_decay_vtime[cache_size=0.01,treshold=0.8]	10437581	0.405347	../../result/log/zipf_1_16	0.01	1
LR_7_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_7_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_9_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_8_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_8_decay_vtime[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_8_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_8_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_9_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_9_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_8_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_decay_vtime[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_9_decay_vtime[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_decay_rtime[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_9_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10437637	0.405347	../../result/log/zipf_1_16	0.01	1
LR_9_decay_rtime[cache_size=0.01,treshold=0.8]	8726327	0.405386	../../result/log/zipf_1_16	0.01	1
LR_8_decay_rtime[cache_size=0.01,treshold=0.8]	8725868	0.40542	../../result/log/zipf_1_16	0.01	1
LR_7_decay_rtime[cache_size=0.01,treshold=0.8]	8732526	0.405431	../../result/log/zipf_1_16	0.01	1

0.1

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5851636	0.210029	../../result/log/zipf_1_16	0.1	1
Zipf Optimal Distribution	8926367	0.212052	../../result/log/zipf_1_16	0.1	1
LR_7_decay_rtime[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
Offline Clock 1st iteration	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_7_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_7_decay_vtime[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_7_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_7_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_8_decay_rtime[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_8_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_8_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_8_decay_vtime[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_8_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_8_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_9_decay_rtime[cache_size=0.1,treshold=0.8]	10274500	0.213983	../../result/log/zipf_1_16	0.1	1
LR_7_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_9_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_9_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_9_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_9_decay_vtime[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_decay_rtime[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_9_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_decay_vtime[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1
LR_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10274590	0.213983	../../result/log/zipf_1_16	0.1	1

0.2

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5683642	0.147393	../../result/log/zipf_1_16	0.2	1
Zipf Optimal Distribution	8505430	0.150288	../../result/log/zipf_1_16	0.2	1
LR_7_decay_rtime[cache_size=0.2,treshold=0.8]	10010485	0.152836	../../result/log/zipf_1_16	0.2	1
Offline Clock 1st iteration	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_7_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_7_decay_vtime[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_7_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_7_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_8_decay_rtime[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_8_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_8_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_8_decay_vtime[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_8_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_8_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_9_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_7_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10010513	0.152836	../../result/log/zipf_1_16	0.2	1
LR_decay_vtime[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_9_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_9_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_9_decay_vtime[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_decay_rtime[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_9_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10010518	0.152836	../../result/log/zipf_1_16	0.2	1
LR_9_decay_rtime[cache_size=0.2,treshold=0.8]	10010226	0.152837	../../result/log/zipf_1_16	0.2	1

0.4

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5225924	0.0827439	../../result/log/zipf_1_16	0.4	1
Zipf Optimal Distribution	7664562	0.0867505	../../result/log/zipf_1_16	0.4	1
LR_7_decay_rtime[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
Offline Clock 1st iteration	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_7_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_7_decay_vtime[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_7_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_7_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_8_decay_rtime[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_8_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_8_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_8_decay_vtime[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_8_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_8_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_9_decay_rtime[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_7_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_9_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_9_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_9_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_9_decay_vtime[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_decay_rtime[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_9_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_decay_vtime[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1
LR_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9242882	0.0897459	../../result/log/zipf_1_16	0.4	1

zipf_1_17

Ignore Obj Size

0.01

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	6046350	0.403777	../../result/log/zipf_1_17	0.01	1
Zipf Optimal Distribution	9518366	0.404457	../../result/log/zipf_1_17	0.01	1
LR_7_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
Offline Clock 1st iteration	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_7_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_7_decay_vtime[cache_size=0.01,treshold=0.8]	10439514	0.405242	../../result/log/zipf_1_17	0.01	1
LR_7_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_7_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_9_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_8_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_8_decay_vtime[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_8_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_8_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_9_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_9_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_8_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_decay_vtime[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_9_decay_vtime[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_decay_rtime[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_9_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10439561	0.405242	../../result/log/zipf_1_17	0.01	1
LR_9_decay_rtime[cache_size=0.01,treshold=0.8]	8728082	0.405269	../../result/log/zipf_1_17	0.01	1
LR_8_decay_rtime[cache_size=0.01,treshold=0.8]	8726886	0.405304	../../result/log/zipf_1_17	0.01	1
LR_7_decay_rtime[cache_size=0.01,treshold=0.8]	8733354	0.405315	../../result/log/zipf_1_17	0.01	1

0.1

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5851791	0.209897	../../result/log/zipf_1_17	0.1	1
Zipf Optimal Distribution	8925674	0.211925	../../result/log/zipf_1_17	0.1	1
LR_7_decay_rtime[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
Offline Clock 1st iteration	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_7_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_7_decay_vtime[cache_size=0.1,treshold=0.8]	10272629	0.213852	../../result/log/zipf_1_17	0.1	1
LR_7_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_7_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_8_decay_rtime[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_8_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_8_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_8_decay_vtime[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_8_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_8_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_9_decay_rtime[cache_size=0.1,treshold=0.8]	10272511	0.213852	../../result/log/zipf_1_17	0.1	1
LR_7_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_9_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_9_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_9_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_9_decay_vtime[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_decay_rtime[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_9_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_decay_vtime[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1
LR_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10272630	0.213852	../../result/log/zipf_1_17	0.1	1

0.2

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5680729	0.147336	../../result/log/zipf_1_17	0.2	1
Zipf Optimal Distribution	8498188	0.150231	../../result/log/zipf_1_17	0.2	1
LR_7_decay_rtime[cache_size=0.2,treshold=0.8]	10002858	0.152785	../../result/log/zipf_1_17	0.2	1
Offline Clock 1st iteration	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_7_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_7_decay_vtime[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_7_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_7_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_8_decay_rtime[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_8_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_8_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_8_decay_vtime[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_8_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_8_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_9_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_7_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10002876	0.152785	../../result/log/zipf_1_17	0.2	1
LR_decay_vtime[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_9_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_9_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_9_decay_vtime[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_decay_rtime[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_9_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10002880	0.152785	../../result/log/zipf_1_17	0.2	1
LR_9_decay_rtime[cache_size=0.2,treshold=0.8]	10002553	0.152786	../../result/log/zipf_1_17	0.2	1

0.4

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5224778	0.0827112	../../result/log/zipf_1_17	0.4	1
Zipf Optimal Distribution	7661751	0.0867151	../../result/log/zipf_1_17	0.4	1
LR_7_decay_rtime[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
Offline Clock 1st iteration	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_7_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_7_decay_vtime[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_7_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_7_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_8_decay_rtime[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_8_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_8_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_8_decay_vtime[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_8_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_8_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_9_decay_rtime[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_7_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_9_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_9_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_9_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_9_decay_vtime[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_decay_rtime[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_9_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_decay_vtime[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1
LR_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9240697	0.0897079	../../result/log/zipf_1_17	0.4	1

zipf_1_18

Ignore Obj Size

0.01

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	6046061	0.40372	../../result/log/zipf_1_18	0.01	1
Zipf Optimal Distribution	9518058	0.404413	../../result/log/zipf_1_18	0.01	1
LR_7_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
Offline Clock 1st iteration	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_7_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_7_decay_vtime[cache_size=0.01,treshold=0.8]	10439702	0.4052	../../result/log/zipf_1_18	0.01	1
LR_7_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_7_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_9_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_8_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_8_decay_vtime[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_8_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_8_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_9_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_9_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_8_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_decay_vtime[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_9_decay_vtime[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_decay_rtime[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_9_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10439737	0.4052	../../result/log/zipf_1_18	0.01	1
LR_9_decay_rtime[cache_size=0.01,treshold=0.8]	8729644	0.405207	../../result/log/zipf_1_18	0.01	1
LR_8_decay_rtime[cache_size=0.01,treshold=0.8]	8728768	0.405242	../../result/log/zipf_1_18	0.01	1
LR_7_decay_rtime[cache_size=0.01,treshold=0.8]	8735480	0.405254	../../result/log/zipf_1_18	0.01	1

0.1

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5852167	0.209865	../../result/log/zipf_1_18	0.1	1
Zipf Optimal Distribution	8924501	0.211883	../../result/log/zipf_1_18	0.1	1
LR_7_decay_rtime[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
Offline Clock 1st iteration	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_7_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_7_decay_vtime[cache_size=0.1,treshold=0.8]	10268390	0.213821	../../result/log/zipf_1_18	0.1	1
LR_7_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_7_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_8_decay_rtime[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_8_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_8_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_8_decay_vtime[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_8_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_8_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_9_decay_rtime[cache_size=0.1,treshold=0.8]	10268275	0.213821	../../result/log/zipf_1_18	0.1	1
LR_7_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_9_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_9_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_9_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_9_decay_vtime[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_decay_rtime[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_9_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_decay_vtime[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1
LR_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10268394	0.213821	../../result/log/zipf_1_18	0.1	1

0.2

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5677502	0.147262	../../result/log/zipf_1_18	0.2	1
Zipf Optimal Distribution	8501025	0.150135	../../result/log/zipf_1_18	0.2	1
LR_7_decay_rtime[cache_size=0.2,treshold=0.8]	10001051	0.152706	../../result/log/zipf_1_18	0.2	1
Offline Clock 1st iteration	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_7_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_7_decay_vtime[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_7_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_7_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_8_decay_rtime[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_8_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_8_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_8_decay_vtime[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_8_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_8_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_9_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_7_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10001079	0.152706	../../result/log/zipf_1_18	0.2	1
LR_decay_vtime[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_9_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_9_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_9_decay_vtime[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_decay_rtime[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_9_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10001082	0.152706	../../result/log/zipf_1_18	0.2	1
LR_9_decay_rtime[cache_size=0.2,treshold=0.8]	10000770	0.152707	../../result/log/zipf_1_18	0.2	1

0.4

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5223361	0.0826611	../../result/log/zipf_1_18	0.4	1
Zipf Optimal Distribution	7661309	0.0866641	../../result/log/zipf_1_18	0.4	1
LR_7_decay_rtime[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
Offline Clock 1st iteration	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_7_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_7_decay_vtime[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_7_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_7_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_8_decay_rtime[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_8_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_8_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_8_decay_vtime[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_8_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_8_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_9_decay_rtime[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_7_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_9_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_9_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_9_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_9_decay_vtime[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_decay_rtime[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_9_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_decay_vtime[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1
LR_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9239322	0.0896548	../../result/log/zipf_1_18	0.4	1

zipf_1_19

Ignore Obj Size

0.01

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	6047379	0.403776	../../result/log/zipf_1_19	0.01	1
Zipf Optimal Distribution	9518278	0.404475	../../result/log/zipf_1_19	0.01	1
LR_7_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
Offline Clock 1st iteration	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_7_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_7_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_8_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_7_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_9_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_8_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_8_decay_vtime[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_8_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_9_decay_vtime[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_9_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_9_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_8_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_decay_vtime[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_decay_vtime_w_0_5[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_9_decay_vtime_w_0_75[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_decay_rtime[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_decay_rtime_w_0_5[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_decay_rtime_w_0_75[cache_size=0.01,treshold=0.8]	10442800	0.405256	../../result/log/zipf_1_19	0.01	1
LR_7_decay_vtime[cache_size=0.01,treshold=0.8]	10442755	0.405257	../../result/log/zipf_1_19	0.01	1
LR_9_decay_rtime[cache_size=0.01,treshold=0.8]	8731810	0.405258	../../result/log/zipf_1_19	0.01	1
LR_8_decay_rtime[cache_size=0.01,treshold=0.8]	8730846	0.405291	../../result/log/zipf_1_19	0.01	1
LR_7_decay_rtime[cache_size=0.01,treshold=0.8]	8737350	0.405305	../../result/log/zipf_1_19	0.01	1

0.1

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5852464	0.209927	../../result/log/zipf_1_19	0.1	1
Zipf Optimal Distribution	8923837	0.21197	../../result/log/zipf_1_19	0.1	1
LR_7_decay_rtime[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
Offline Clock 1st iteration	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_7_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_7_decay_vtime[cache_size=0.1,treshold=0.8]	10270641	0.213882	../../result/log/zipf_1_19	0.1	1
LR_7_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_7_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_8_decay_rtime[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_8_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_8_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_8_decay_vtime[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_8_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_8_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_9_decay_rtime[cache_size=0.1,treshold=0.8]	10270565	0.213882	../../result/log/zipf_1_19	0.1	1
LR_7_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_9_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_9_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_9_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_9_decay_vtime[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_decay_rtime[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_decay_rtime_w_0_5[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_decay_rtime_w_0_75[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_9_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_decay_vtime[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_decay_vtime_w_0_5[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1
LR_decay_vtime_w_0_75[cache_size=0.1,treshold=0.8]	10270642	0.213882	../../result/log/zipf_1_19	0.1	1

0.2

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5678610	0.147359	../../result/log/zipf_1_19	0.2	1
Zipf Optimal Distribution	8501803	0.150225	../../result/log/zipf_1_19	0.2	1
LR_7_decay_rtime[cache_size=0.2,treshold=0.8]	10003444	0.152791	../../result/log/zipf_1_19	0.2	1
Offline Clock 1st iteration	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_7_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_7_decay_vtime[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_7_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_7_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_8_decay_rtime[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_8_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_8_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_8_decay_vtime[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_8_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_8_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_9_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_7_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10003474	0.152791	../../result/log/zipf_1_19	0.2	1
LR_decay_vtime[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_9_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_9_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_9_decay_vtime[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_decay_rtime[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_decay_rtime_w_0_5[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_decay_rtime_w_0_75[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_9_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_decay_vtime_w_0_75[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_decay_vtime_w_0_5[cache_size=0.2,treshold=0.8]	10003476	0.152791	../../result/log/zipf_1_19	0.2	1
LR_9_decay_rtime[cache_size=0.2,treshold=0.8]	10003230	0.152792	../../result/log/zipf_1_19	0.2	1

0.4

Model	Promotion	Miss Ratio	Trace	Cache Size	Ignore Obj Size
Offline Clock 2nd iteration	5227240	0.0827181	../../result/log/zipf_1_19	0.4	1
Zipf Optimal Distribution	7662557	0.0867323	../../result/log/zipf_1_19	0.4	1
LR_7_decay_rtime[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
Offline Clock 1st iteration	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_7_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_7_decay_vtime[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_7_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_7_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_8_decay_rtime[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_8_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_8_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_8_decay_vtime[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_8_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_8_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_9_decay_rtime[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_7_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_9_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_9_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_9_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_9_decay_vtime[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_decay_rtime[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_decay_rtime_w_0_5[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_decay_rtime_w_0_75[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_9_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_decay_vtime[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_decay_vtime_w_0_5[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1
LR_decay_vtime_w_0_75[cache_size=0.4,treshold=0.8]	9241538	0.0897029	../../result/log/zipf_1_19	0.4	1