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	0.5205047318611987	1.0	0.5393939393939394	0.6846473029045643
1e-05	0.565068493150685	1.0	0.6151515151515151	0.7221006564551422
0.0001	0.565068493150685	1.0	0.6151515151515151	0.7221006564551422
0.001	0.6021897810218978	1.0	0.6696969696969697	0.7517084282460137
0.01	0.8208955223880597	1.0	0.8909090909090909	0.9016393442622951
0.02	0.825	1.0	0.8939393939393939	0.9041095890410958
0.03	0.8291457286432161	1.0	0.896969696969697	0.9065934065934066
0.04	0.8291457286432161	1.0	0.896969696969697	0.9065934065934066
0.05	0.8291457286432161	1.0	0.896969696969697	0.9065934065934066
0.06	0.8333333333333334	1.0	0.9	0.9090909090909091
0.07	0.8324873096446701	0.9939393939393939	0.896969696969697	0.9060773480662984
0.08	0.8316326530612245	0.9878787878787879	0.8939393939393939	0.9030470914127424
0.09	0.8316326530612245	0.9878787878787879	0.8939393939393939	0.9030470914127424
0.1	0.9044943820224719	0.9757575757575757	0.9363636363636364	0.9387755102040817
0.11	0.9090909090909091	0.9696969696969697	0.9363636363636364	0.9384164222873901
0.12	0.9137931034482759	0.9636363636363636	0.9363636363636364	0.9380530973451328
0.13	0.9181286549707602	0.9515151515151515	0.9333333333333333	0.9345238095238095
0.14	0.9181286549707602	0.9515151515151515	0.9333333333333333	0.9345238095238095
0.15	0.9181286549707602	0.9515151515151515	0.9333333333333333	0.9345238095238095
0.16	0.9181286549707602	0.9515151515151515	0.9333333333333333	0.9345238095238095
0.17	0.9181286549707602	0.9515151515151515	0.9333333333333333	0.9345238095238095
0.18	0.9181286549707602	0.9515151515151515	0.9333333333333333	0.9345238095238095
0.19	0.9457831325301205	0.9515151515151515	0.9484848484848485	0.9486404833836858
0.2	0.9506172839506173	0.9333333333333333	0.9424242424242424	0.9418960244648318
0.21	0.9506172839506173	0.9333333333333333	0.9424242424242424	0.9418960244648318
0.22	0.9870967741935484	0.9272727272727272	0.9575757575757575	0.95625
0.23	0.9870967741935484	0.9272727272727272	0.9575757575757575	0.95625
0.24	0.9870967741935484	0.9272727272727272	0.9575757575757575	0.95625
0.25	0.9870967741935484	0.9272727272727272	0.9575757575757575	0.95625
0.26	0.9870967741935484	0.9272727272727272	0.9575757575757575	0.95625
0.27	0.9870967741935484	0.9272727272727272	0.9575757575757575	0.95625
0.28	0.9870967741935484	0.9272727272727272	0.9575757575757575	0.95625
0.29	0.9870967741935484	0.9272727272727272	0.9575757575757575	0.95625
0.3	0.9870967741935484	0.9272727272727272	0.9575757575757575	0.95625
0.31	0.9870967741935484	0.9272727272727272	0.9575757575757575	0.95625
0.32	0.9870967741935484	0.9272727272727272	0.9575757575757575	0.95625
0.33	0.9870967741935484	0.9272727272727272	0.9575757575757575	0.95625
0.34	0.9870967741935484	0.9272727272727272	0.9575757575757575	0.95625
0.35	0.9869281045751634	0.9151515151515152	0.9515151515151515	0.949685534591195
0.36	0.9868421052631579	0.9090909090909091	0.9484848484848485	0.9463722397476341
0.37	0.9868421052631579	0.9090909090909091	0.9484848484848485	0.9463722397476341
0.38	0.9868421052631579	0.9090909090909091	0.9484848484848485	0.9463722397476341
0.39	0.9868421052631579	0.9090909090909091	0.9484848484848485	0.9463722397476341
0.4	0.9865771812080537	0.8909090909090909	0.9393939393939394	0.9363057324840764
0.41	0.9850746268656716	0.4	0.696969696969697	0.5689655172413793
0.42	0.9850746268656716	0.4	0.696969696969697	0.5689655172413793
0.43	0.9827586206896551	0.34545454545454546	0.6696969696969697	0.5112107623318386
0.44	0.8333333333333334	0.030303030303030304	0.5121212121212121	0.05847953216374269
0.45	0.8333333333333334	0.030303030303030304	0.5121212121212121	0.05847953216374269
0.46	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.47	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.48	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.49	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.5	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.51	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.52	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.53	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.54	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.55	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.56	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.57	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.58	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.59	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.6	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.61	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.62	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.63	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.64	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.65	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.66	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.67	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.68	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.69	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.7	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.71	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.72	1.0	0.006060606060606061	0.503030303030303	0.012048192771084338
0.73	nan	0.0	0.5	0.0
0.74	nan	0.0	0.5	0.0
0.75	nan	0.0	0.5	0.0
0.76	nan	0.0	0.5	0.0
0.77	nan	0.0	0.5	0.0
0.78	nan	0.0	0.5	0.0
0.79	nan	0.0	0.5	0.0
0.8	nan	0.0	0.5	0.0
0.81	nan	0.0	0.5	0.0
0.82	nan	0.0	0.5	0.0
0.83	nan	0.0	0.5	0.0
0.84	nan	0.0	0.5	0.0
0.85	nan	0.0	0.5	0.0
0.86	nan	0.0	0.5	0.0
0.87	nan	0.0	0.5	0.0
0.88	nan	0.0	0.5	0.0
0.89	nan	0.0	0.5	0.0
0.9	nan	0.0	0.5	0.0
0.91	nan	0.0	0.5	0.0
0.92	nan	0.0	0.5	0.0
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: 0.95077548865217