Threshold	Precision	Recall	Accuraccy	F1 Score
0	0.5	1.0	0.5	0.6666666666666666
1e-10	0.5449438202247191	0.97	0.58	0.697841726618705
1e-09	0.610062893081761	0.97	0.675	0.749034749034749
1e-08	0.6394557823129252	0.94	0.705	0.7611336032388664
1e-07	0.7	0.91	0.76	0.7913043478260869
1e-06	0.7876106194690266	0.89	0.825	0.8356807511737089
1e-05	0.7857142857142857	0.88	0.82	0.8301886792452831
0.0001	0.8461538461538461	0.88	0.86	0.8627450980392157
0.001	0.9594594594594594	0.71	0.84	0.8160919540229885
0.01	0.9736842105263158	0.37	0.68	0.5362318840579711
0.02	0.9629629629629629	0.26	0.625	0.4094488188976378
0.03	0.9375	0.15	0.57	0.25862068965517243
0.04	1.0	0.14	0.57	0.24561403508771928
0.05	1.0	0.14	0.57	0.24561403508771928
0.06	1.0	0.1	0.55	0.18181818181818182
0.07	1.0	0.07	0.535	0.1308411214953271
0.08	1.0	0.07	0.535	0.1308411214953271
0.09	1.0	0.07	0.535	0.1308411214953271
0.1	1.0	0.06	0.53	0.11320754716981132
0.11	1.0	0.06	0.53	0.11320754716981132
0.12	1.0	0.04	0.52	0.07692307692307693
0.13	1.0	0.02	0.51	0.0392156862745098
0.14	1.0	0.02	0.51	0.0392156862745098
0.15	1.0	0.02	0.51	0.0392156862745098
0.16	1.0	0.01	0.505	0.019801980198019802
0.17	1.0	0.01	0.505	0.019801980198019802
0.18	1.0	0.01	0.505	0.019801980198019802
0.19	1.0	0.01	0.505	0.019801980198019802
0.2	1.0	0.01	0.505	0.019801980198019802
0.21	1.0	0.01	0.505	0.019801980198019802
0.22	1.0	0.01	0.505	0.019801980198019802
0.23	1.0	0.01	0.505	0.019801980198019802
0.24	1.0	0.01	0.505	0.019801980198019802
0.25	1.0	0.01	0.505	0.019801980198019802
0.26	1.0	0.01	0.505	0.019801980198019802
0.27	1.0	0.01	0.505	0.019801980198019802
0.28	1.0	0.01	0.505	0.019801980198019802
0.29	1.0	0.01	0.505	0.019801980198019802
0.3	1.0	0.01	0.505	0.019801980198019802
0.31	1.0	0.01	0.505	0.019801980198019802
0.32	1.0	0.01	0.505	0.019801980198019802
0.33	1.0	0.01	0.505	0.019801980198019802
0.34	1.0	0.01	0.505	0.019801980198019802
0.35	1.0	0.01	0.505	0.019801980198019802
0.36	1.0	0.01	0.505	0.019801980198019802
0.37	1.0	0.01	0.505	0.019801980198019802
0.38	1.0	0.01	0.505	0.019801980198019802
0.39	1.0	0.01	0.505	0.019801980198019802
0.4	1.0	0.01	0.505	0.019801980198019802
0.41	1.0	0.01	0.505	0.019801980198019802
0.42	1.0	0.01	0.505	0.019801980198019802
0.43	1.0	0.01	0.505	0.019801980198019802
0.44	1.0	0.01	0.505	0.019801980198019802
0.45	1.0	0.01	0.505	0.019801980198019802
0.46	1.0	0.01	0.505	0.019801980198019802
0.47	nan	0.0	0.5	0.0
0.48	nan	0.0	0.5	0.0
0.49	nan	0.0	0.5	0.0
0.5	nan	0.0	0.5	0.0
0.51	nan	0.0	0.5	0.0
0.52	nan	0.0	0.5	0.0
0.53	nan	0.0	0.5	0.0
0.54	nan	0.0	0.5	0.0
0.55	nan	0.0	0.5	0.0
0.56	nan	0.0	0.5	0.0
0.57	nan	0.0	0.5	0.0
0.58	nan	0.0	0.5	0.0
0.59	nan	0.0	0.5	0.0
0.6	nan	0.0	0.5	0.0
0.61	nan	0.0	0.5	0.0
0.62	nan	0.0	0.5	0.0
0.63	nan	0.0	0.5	0.0
0.64	nan	0.0	0.5	0.0
0.65	nan	0.0	0.5	0.0
0.66	nan	0.0	0.5	0.0
0.67	nan	0.0	0.5	0.0
0.68	nan	0.0	0.5	0.0
0.69	nan	0.0	0.5	0.0
0.7	nan	0.0	0.5	0.0
0.71	nan	0.0	0.5	0.0
0.72	nan	0.0	0.5	0.0
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: 0.9150916172691779