Threshold	Precision	Recall	Accuraccy	F1 Score
0	0.5	1.0	0.5	0.6666666666666666
1e-10	0.5249475890985325	1.0	0.5475239616613419	0.6884795160846852
1e-09	0.5309584393553859	1.0	0.5583067092651757	0.6936288088642659
1e-08	0.5314091680814941	1.0	0.5591054313099042	0.6940133037694013
1e-07	0.5450980392156862	0.9992012779552716	0.582667731629393	0.7053848322526078
1e-06	0.5824022346368715	0.9992012779552716	0.6413738019169329	0.7358823529411764
1e-05	0.6061046511627907	0.9992012779552716	0.6749201277955271	0.7545235223160435
0.0001	0.6069868995633187	0.9992012779552716	0.6761182108626198	0.7552067612435859
0.001	0.6129666011787819	0.9968051118210862	0.6837060702875399	0.7591240875912408
0.01	0.8378378378378378	0.9904153354632588	0.8993610223642172	0.9077598828696926
0.02	0.8478409869773817	0.9880191693290735	0.9053514376996805	0.9125783843600147
0.03	0.8478409869773817	0.9880191693290735	0.9053514376996805	0.9125783843600147
0.04	0.8478409869773817	0.9880191693290735	0.9053514376996805	0.9125783843600147
0.05	0.8478409869773817	0.9880191693290735	0.9053514376996805	0.9125783843600147
0.06	0.8478409869773817	0.9880191693290735	0.9053514376996805	0.9125783843600147
0.07	0.848318462594372	0.987220447284345	0.9053514376996805	0.9125138427464009
0.08	0.848318462594372	0.987220447284345	0.9053514376996805	0.9125138427464009
0.09	0.8558368495077355	0.9720447284345048	0.9041533546325878	0.9102468212415856
0.1	0.927843137254902	0.944888178913738	0.935702875399361	0.9362880886426593
0.11	0.9293008641005499	0.944888178913738	0.9365015974440895	0.9370297029702971
0.12	0.929866036249015	0.9424920127795527	0.935702875399361	0.9361364537881793
0.13	0.929866036249015	0.9424920127795527	0.935702875399361	0.9361364537881793
0.14	0.932806324110672	0.9424920127795527	0.9373003194888179	0.9376241557409615
0.15	0.9405450041288191	0.9097444089456869	0.9261182108626198	0.9248883475436459
0.16	0.9499121265377856	0.8634185303514377	0.9089456869009584	0.9046025104602511
0.17	0.9512411347517731	0.8570287539936102	0.9065495207667732	0.9016806722689076
0.18	0.9529307282415631	0.8570287539936102	0.9073482428115016	0.9024390243902439
0.19	0.9535714285714286	0.853035143769968	0.9057507987220448	0.9005059021922428
0.2	0.9595687331536388	0.853035143769968	0.9085463258785943	0.9031712473572938
0.21	0.9595687331536388	0.853035143769968	0.9085463258785943	0.9031712473572938
0.22	0.9594959495949595	0.8514376996805112	0.9077476038338658	0.9022429115531104
0.23	0.9594594594594594	0.8506389776357828	0.9073482428115016	0.9017781541066893
0.24	0.9833641404805915	0.8498402555910544	0.9177316293929713	0.9117395029991431
0.25	0.9842738205365402	0.8498402555910544	0.9181309904153354	0.9121303043291898
0.26	0.9851851851851852	0.8498402555910544	0.9185303514376997	0.9125214408233276
0.27	0.9860594795539034	0.847444089456869	0.9177316293929713	0.9115120274914089
0.28	0.9859550561797753	0.8410543130990416	0.9145367412140575	0.9077586206896552
0.29	0.9867924528301887	0.8354632587859425	0.9121405750798722	0.9048442906574394
0.3	0.9867674858223062	0.8338658146964856	0.9113418530351438	0.9038961038961039
0.31	0.9867674858223062	0.8338658146964856	0.9113418530351438	0.9038961038961039
0.32	0.9867674858223062	0.8338658146964856	0.9113418530351438	0.9038961038961039
0.33	0.9876893939393939	0.8330670926517572	0.9113418530351438	0.9038128249566725
0.34	0.9875120076849183	0.8210862619808307	0.9053514376996805	0.8966419537723507
0.35	0.9893822393822393	0.8186900958466453	0.9049520766773163	0.8959790209790209
0.36	0.989351403678606	0.8162939297124601	0.9037539936102237	0.8945295404814004
0.37	0.989351403678606	0.8162939297124601	0.9037539936102237	0.8945295404814004
0.38	0.989351403678606	0.8162939297124601	0.9037539936102237	0.8945295404814004
0.39	0.9893410852713178	0.8154952076677316	0.9033546325878594	0.8940455341506129
0.4	0.9893410852713178	0.8154952076677316	0.9033546325878594	0.8940455341506129
0.41	0.9893410852713178	0.8154952076677316	0.9033546325878594	0.8940455341506129
0.42	0.9893410852713178	0.8154952076677316	0.9033546325878594	0.8940455341506129
0.43	0.9928571428571429	0.1110223642172524	0.555111821086262	0.1997126436781609
0.44	0.9906542056074766	0.08466453674121406	0.5419329073482428	0.15599705665930833
0.45	0.9906542056074766	0.08466453674121406	0.5419329073482428	0.15599705665930833
0.46	0.9906542056074766	0.08466453674121406	0.5419329073482428	0.15599705665930833
0.47	0.9818181818181818	0.04313099041533546	0.5211661341853036	0.08263198163733741
0.48	0.9818181818181818	0.04313099041533546	0.5211661341853036	0.08263198163733741
0.49	0.9629629629629629	0.020766773162939296	0.5099840255591054	0.040656763096168884
0.5	0.9545454545454546	0.016773162939297124	0.5079872204472844	0.03296703296703297
0.51	0.9545454545454546	0.016773162939297124	0.5079872204472844	0.03296703296703297
0.52	0.9545454545454546	0.016773162939297124	0.5079872204472844	0.03296703296703297
0.53	0.9545454545454546	0.016773162939297124	0.5079872204472844	0.03296703296703297
0.54	0.9411764705882353	0.012779552715654952	0.5059904153354633	0.0252167060677699
0.55	0.9285714285714286	0.010383386581469648	0.5047923322683706	0.020537124802527645
0.56	0.9285714285714286	0.010383386581469648	0.5047923322683706	0.020537124802527645
0.57	0.9285714285714286	0.010383386581469648	0.5047923322683706	0.020537124802527645
0.58	0.9285714285714286	0.010383386581469648	0.5047923322683706	0.020537124802527645
0.59	0.9285714285714286	0.010383386581469648	0.5047923322683706	0.020537124802527645
0.6	0.9230769230769231	0.009584664536741214	0.5043929712460063	0.018972332015810278
0.61	0.9230769230769231	0.009584664536741214	0.5043929712460063	0.018972332015810278
0.62	0.9230769230769231	0.009584664536741214	0.5043929712460063	0.018972332015810278
0.63	0.9166666666666666	0.00878594249201278	0.5039936102236422	0.01740506329113924
0.64	0.9166666666666666	0.00878594249201278	0.5039936102236422	0.01740506329113924
0.65	0.9166666666666666	0.00878594249201278	0.5039936102236422	0.01740506329113924
0.66	0.9166666666666666	0.00878594249201278	0.5039936102236422	0.01740506329113924
0.67	0.9166666666666666	0.00878594249201278	0.5039936102236422	0.01740506329113924
0.68	1.0	0.007987220447284345	0.5039936102236422	0.01584786053882726
0.69	1.0	0.007987220447284345	0.5039936102236422	0.01584786053882726
0.7	1.0	0.007987220447284345	0.5039936102236422	0.01584786053882726
0.71	1.0	0.007987220447284345	0.5039936102236422	0.01584786053882726
0.72	1.0	0.007987220447284345	0.5039936102236422	0.01584786053882726
0.73	1.0	0.007987220447284345	0.5039936102236422	0.01584786053882726
0.74	1.0	0.007987220447284345	0.5039936102236422	0.01584786053882726
0.75	1.0	0.007987220447284345	0.5039936102236422	0.01584786053882726
0.76	1.0	0.007987220447284345	0.5039936102236422	0.01584786053882726
0.77	1.0	0.007987220447284345	0.5039936102236422	0.01584786053882726
0.78	1.0	0.006389776357827476	0.5031948881789138	0.012698412698412698
0.79	1.0	0.005591054313099041	0.5027955271565495	0.011119936457505957
0.8	1.0	0.005591054313099041	0.5027955271565495	0.011119936457505957
0.81	1.0	0.005591054313099041	0.5027955271565495	0.011119936457505957
0.82	1.0	0.005591054313099041	0.5027955271565495	0.011119936457505957
0.83	1.0	0.005591054313099041	0.5027955271565495	0.011119936457505957
0.84	1.0	0.003993610223642172	0.5019968051118211	0.007955449482895784
0.85	1.0	0.003993610223642172	0.5019968051118211	0.007955449482895784
0.86	1.0	0.003194888178913738	0.5015974440894568	0.006369426751592357
0.87	1.0	0.0023961661341853034	0.5011980830670927	0.004780876494023904
0.88	1.0	0.0023961661341853034	0.5011980830670927	0.004780876494023904
0.89	1.0	0.0023961661341853034	0.5011980830670927	0.004780876494023904
0.9	1.0	0.0007987220447284345	0.5003993610223643	0.0015961691939345571
0.91	1.0	0.0007987220447284345	0.5003993610223643	0.0015961691939345571
0.92	1.0	0.0007987220447284345	0.5003993610223643	0.0015961691939345571
0.93	nan	0.0	0.5	0.0
0.94	nan	0.0	0.5	0.0
0.95	nan	0.0	0.5	0.0
0.96	nan	0.0	0.5	0.0
0.97	nan	0.0	0.5	0.0
0.98	nan	0.0	0.5	0.0
0.99	nan	0.0	0.5	0.0
Area under precision recall curve: 0.9766565464549752