Threshold	Precision	Recall	Accuraccy	F1 Score
0	0.5	1.0	0.5	0.6666666666666666
1e-10	0.5	1.0	0.5	0.6666666666666666
1e-09	0.5	1.0	0.5	0.6666666666666666
1e-08	0.5	1.0	0.5	0.6666666666666666
1e-07	0.5	1.0	0.5	0.6666666666666666
1e-06	0.5051107325383305	0.9801652892561984	0.5099173553719009	0.6666666666666666
1e-05	0.5077054794520548	0.9801652892561984	0.5148760330578512	0.6689227298364354
0.0001	0.5125324114088159	0.9801652892561984	0.5239669421487604	0.6730987514188422
0.001	0.5589066918001885	0.9801652892561984	0.6033057851239669	0.7118847539015606
0.01	0.589	0.9735537190082645	0.6471074380165289	0.7339563862928349
0.02	0.5828025477707006	0.9074380165289256	0.6289256198347107	0.7097608274078863
0.03	0.5813186813186814	0.8743801652892562	0.6223140495867768	0.6983498349834983
0.04	0.5896279594137542	0.8644628099173554	0.631404958677686	0.7010723860589813
0.05	0.6033057851239669	0.8446280991735537	0.6446280991735537	0.7038567493112947
0.06	0.6065989847715736	0.7900826446280992	0.6388429752066116	0.6862885857860732
0.07	0.6301188903566711	0.7884297520661157	0.6628099173553719	0.7004405286343612
0.08	0.6480218281036835	0.7851239669421488	0.6793388429752066	0.7100149476831091
0.09	0.6757532281205165	0.7785123966942149	0.7024793388429752	0.7235023041474654
0.1	0.6948640483383686	0.7603305785123967	0.7132231404958678	0.7261247040252565
0.11	0.7058823529411765	0.7140495867768595	0.7082644628099174	0.7099424815119145
0.12	0.7105263157894737	0.6694214876033058	0.6983471074380165	0.6893617021276596
0.13	0.7179962894248608	0.6396694214876033	0.6942148760330579	0.6765734265734266
0.14	0.7423076923076923	0.6380165289256199	0.7082644628099174	0.6862222222222222
0.15	0.7628458498023716	0.6380165289256199	0.7198347107438017	0.6948694869486949
0.16	0.7795918367346939	0.631404958677686	0.7264462809917356	0.6977168949771689
0.17	0.797071129707113	0.6297520661157024	0.7347107438016529	0.703601108033241
0.18	0.8102345415778252	0.628099173553719	0.740495867768595	0.707635009310987
0.19	0.8217391304347826	0.6247933884297521	0.7446280991735538	0.7098591549295775
0.2	0.8370535714285714	0.6198347107438017	0.7495867768595041	0.7122507122507122
0.21	0.8454545454545455	0.6148760330578512	0.7512396694214876	0.7119617224880382
0.22	0.8545034642032333	0.6115702479338843	0.7537190082644628	0.7129094412331407
0.23	0.8551401869158879	0.6049586776859505	0.7512396694214876	0.7086156824782188
0.24	0.868421052631579	0.6	0.7545454545454545	0.7096774193548387
0.25	0.868421052631579	0.6	0.7545454545454545	0.7096774193548387
0.26	0.8768115942028986	0.6	0.7578512396694215	0.7124631992149166
0.27	0.8810679611650486	0.6	0.759504132231405	0.7138643067846607
0.28	0.8916256157635468	0.5983471074380166	0.7628099173553718	0.7161226508407518
0.29	0.9002493765586035	0.596694214876033	0.7652892561983471	0.7176938369781312
0.3	0.9139240506329114	0.596694214876033	0.7702479338842976	0.722
0.31	0.9185750636132316	0.596694214876033	0.771900826446281	0.7234468937875751
0.32	0.9226804123711341	0.5917355371900826	0.7710743801652893	0.7210473313192346
0.33	0.9244791666666666	0.5867768595041323	0.7694214876033058	0.717896865520728
0.34	0.9263157894736842	0.5818181818181818	0.7677685950413223	0.7147208121827411
0.35	0.9263157894736842	0.5818181818181818	0.7677685950413223	0.7147208121827411
0.36	0.9283819628647215	0.5785123966942148	0.7669421487603306	0.7128309572301426
0.37	0.9301075268817204	0.571900826446281	0.7644628099173554	0.7082906857727738
0.38	0.9340659340659341	0.5619834710743802	0.7611570247933884	0.7017543859649122
0.39	0.9441340782122905	0.5586776859504132	0.7628099173553718	0.7019730010384216
0.4	0.9485714285714286	0.5487603305785124	0.759504132231405	0.6952879581151833
0.41	0.9505813953488372	0.540495867768595	0.756198347107438	0.6891464699683878
0.42	0.9505813953488372	0.540495867768595	0.756198347107438	0.6891464699683878
0.43	0.9526627218934911	0.5322314049586777	0.7528925619834711	0.6829268292682927
0.44	0.954954954954955	0.5256198347107438	0.7504132231404959	0.6780383795309168
0.45	0.9548192771084337	0.5239669421487604	0.7495867768595041	0.6766275346851655
0.46	0.9606060606060606	0.5239669421487604	0.7512396694214876	0.6780748663101605
0.47	0.9602446483180428	0.5190082644628099	0.7487603305785124	0.6738197424892703
0.48	0.963076923076923	0.5173553719008265	0.7487603305785124	0.6731182795698925
0.49	0.9629629629629629	0.515702479338843	0.7479338842975206	0.6716899892357373
0.5	0.9658385093167702	0.5140495867768595	0.7479338842975206	0.6709816612729234
0.51	0.971875	0.5140495867768595	0.7495867768595041	0.6724324324324324
0.52	0.9716981132075472	0.5107438016528926	0.7479338842975206	0.6695557963163596
0.53	0.9745222929936306	0.5057851239669422	0.7462809917355372	0.6659412404787813
0.54	0.9807692307692307	0.5057851239669422	0.7479338842975206	0.6673936750272628
0.55	0.9806451612903225	0.5024793388429752	0.7462809917355372	0.6644808743169399
0.56	0.9804560260586319	0.4975206611570248	0.743801652892562	0.6600877192982456
0.57	0.9803921568627451	0.49586776859504134	0.7429752066115702	0.6586169045005489
0.58	0.980327868852459	0.49421487603305786	0.7421487603305785	0.6571428571428571
0.59	0.9802631578947368	0.4925619834710744	0.7413223140495868	0.6556655665566556
0.6	0.98	0.4859504132231405	0.7380165289256199	0.6497237569060773
0.61	0.9798657718120806	0.4826446280991736	0.7363636363636363	0.646733111849391
0.62	0.9863945578231292	0.4793388429752066	0.7363636363636363	0.6451612903225806
0.63	0.9863945578231292	0.4793388429752066	0.7363636363636363	0.6451612903225806
0.64	0.9862542955326461	0.4743801652892562	0.7338842975206612	0.640625
0.65	0.9896551724137931	0.4743801652892562	0.7347107438016529	0.641340782122905
0.66	0.9930555555555556	0.4727272727272727	0.7347107438016529	0.6405375139977604
0.67	0.9930555555555556	0.4727272727272727	0.7347107438016529	0.6405375139977604
0.68	0.993006993006993	0.46942148760330576	0.7330578512396694	0.6374859708193041
0.69	0.9929824561403509	0.4677685950413223	0.7322314049586777	0.6359550561797753
0.7	0.9929824561403509	0.4677685950413223	0.7322314049586777	0.6359550561797753
0.71	0.9929824561403509	0.4677685950413223	0.7322314049586777	0.6359550561797753
0.72	0.9929824561403509	0.4677685950413223	0.7322314049586777	0.6359550561797753
0.73	0.9929824561403509	0.4677685950413223	0.7322314049586777	0.6359550561797753
0.74	0.9929824561403509	0.4677685950413223	0.7322314049586777	0.6359550561797753
0.75	0.9925925925925926	0.44297520661157025	0.7198347107438017	0.6125714285714285
0.76	0.9925925925925926	0.44297520661157025	0.7198347107438017	0.6125714285714285
0.77	0.9925650557620818	0.4413223140495868	0.71900826446281	0.6109839816933639
0.78	0.9925650557620818	0.4413223140495868	0.71900826446281	0.6109839816933639
0.79	0.9925373134328358	0.4396694214876033	0.7181818181818181	0.6093928980526919
0.8	0.9925373134328358	0.4396694214876033	0.7181818181818181	0.6093928980526919
0.81	0.9925093632958801	0.4380165289256198	0.7173553719008264	0.6077981651376146
0.82	0.9925093632958801	0.4380165289256198	0.7173553719008264	0.6077981651376146
0.83	0.9925093632958801	0.4380165289256198	0.7173553719008264	0.6077981651376146
0.84	0.9925093632958801	0.4380165289256198	0.7173553719008264	0.6077981651376146
0.85	0.9924812030075187	0.43636363636363634	0.7165289256198347	0.6061997703788748
0.86	0.9924812030075187	0.43636363636363634	0.7165289256198347	0.6061997703788748
0.87	0.9924528301886792	0.43471074380165287	0.715702479338843	0.6045977011494252
0.88	0.9924528301886792	0.43471074380165287	0.715702479338843	0.6045977011494252
0.89	0.9924528301886792	0.43471074380165287	0.715702479338843	0.6045977011494252
0.9	0.9924528301886792	0.43471074380165287	0.715702479338843	0.6045977011494252
0.91	0.9924242424242424	0.43305785123966944	0.7148760330578512	0.6029919447640967
0.92	0.9923371647509579	0.428099173553719	0.7123966942148761	0.5981524249422633
0.93	0.9923371647509579	0.428099173553719	0.7123966942148761	0.5981524249422633
0.94	0.9923371647509579	0.428099173553719	0.7123966942148761	0.5981524249422633
0.95	0.9923076923076923	0.42644628099173554	0.7115702479338843	0.5965317919075145
0.96	0.9923076923076923	0.42644628099173554	0.7115702479338843	0.5965317919075145
0.97	0.9923076923076923	0.42644628099173554	0.7115702479338843	0.5965317919075145
0.98	0.9922779922779923	0.42479338842975206	0.7107438016528925	0.5949074074074074
0.99	0.9922480620155039	0.4231404958677686	0.7099173553719008	0.593279258400927
Area under precision recall curve: 0.852254650076579