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	0.5205655526992288	1.0	0.5395061728395062	0.6846999154691462
1e-07	0.5307994757536042	1.0	0.5580246913580247	0.6934931506849316
1e-06	0.5967503692762186	0.9975308641975309	0.6617283950617284	0.7467652495378928
1e-05	0.6038863976083707	0.9975308641975309	0.671604938271605	0.7523277467411545
0.0001	0.6093514328808446	0.9975308641975309	0.6790123456790124	0.7565543071161048
0.001	0.616793893129771	0.9975308641975309	0.6888888888888889	0.7622641509433963
0.01	0.8698481561822126	0.9901234567901235	0.9209876543209876	0.9260969976905312
0.02	0.87527352297593	0.9876543209876543	0.9234567901234568	0.9280742459396751
0.03	0.8771929824561403	0.9876543209876543	0.9246913580246914	0.9291521486643438
0.04	0.8771929824561403	0.9876543209876543	0.9246913580246914	0.9291521486643438
0.05	0.8769230769230769	0.9851851851851852	0.9234567901234568	0.9279069767441861
0.06	0.8766519823788547	0.9827160493827161	0.9222222222222223	0.9266589057043073
0.07	0.8766519823788547	0.9827160493827161	0.9222222222222223	0.9266589057043073
0.08	0.9168591224018475	0.980246913580247	0.945679012345679	0.9474940334128878
0.09	0.9164733178654292	0.9753086419753086	0.9432098765432099	0.9449760765550239
0.1	0.9164733178654292	0.9753086419753086	0.9432098765432099	0.9449760765550239
0.11	0.9164733178654292	0.9753086419753086	0.9432098765432099	0.9449760765550239
0.12	0.9164733178654292	0.9753086419753086	0.9432098765432099	0.9449760765550239
0.13	0.9164733178654292	0.9753086419753086	0.9432098765432099	0.9449760765550239
0.14	0.9164733178654292	0.9753086419753086	0.9432098765432099	0.9449760765550239
0.15	0.9164733178654292	0.9753086419753086	0.9432098765432099	0.9449760765550239
0.16	0.9464285714285714	0.9160493827160494	0.9320987654320988	0.93099121706399
0.17	0.9537275064267352	0.9160493827160494	0.9358024691358025	0.9345088161209067
0.18	0.9537275064267352	0.9160493827160494	0.9358024691358025	0.9345088161209067
0.19	0.9743589743589743	0.8444444444444444	0.9111111111111111	0.9047619047619048
0.2	0.9827089337175793	0.8419753086419753	0.9135802469135802	0.9069148936170213
0.21	0.9827089337175793	0.8419753086419753	0.9135802469135802	0.9069148936170213
0.22	0.9827089337175793	0.8419753086419753	0.9135802469135802	0.9069148936170213
0.23	0.9827089337175793	0.8419753086419753	0.9135802469135802	0.9069148936170213
0.24	0.9827089337175793	0.8419753086419753	0.9135802469135802	0.9069148936170213
0.25	0.9970674486803519	0.8395061728395061	0.9185185185185185	0.9115281501340483
0.26	0.9970674486803519	0.8395061728395061	0.9185185185185185	0.9115281501340483
0.27	0.9970674486803519	0.8395061728395061	0.9185185185185185	0.9115281501340483
0.28	0.9970674486803519	0.8395061728395061	0.9185185185185185	0.9115281501340483
0.29	0.9970674486803519	0.8395061728395061	0.9185185185185185	0.9115281501340483
0.3	0.9970674486803519	0.8395061728395061	0.9185185185185185	0.9115281501340483
0.31	0.9970674486803519	0.8395061728395061	0.9185185185185185	0.9115281501340483
0.32	0.9970414201183432	0.8320987654320988	0.9148148148148149	0.9071332436069987
0.33	0.9970414201183432	0.8320987654320988	0.9148148148148149	0.9071332436069987
0.34	0.9970414201183432	0.8320987654320988	0.9148148148148149	0.9071332436069987
0.35	0.9970059880239521	0.8222222222222222	0.9098765432098765	0.9012178619756428
0.36	1.0	0.8197530864197531	0.9098765432098765	0.9009497964721845
0.37	1.0	0.8197530864197531	0.9098765432098765	0.9009497964721845
0.38	1.0	0.8197530864197531	0.9098765432098765	0.9009497964721845
0.39	1.0	0.8197530864197531	0.9098765432098765	0.9009497964721845
0.4	1.0	0.8197530864197531	0.9098765432098765	0.9009497964721845
0.41	1.0	0.8197530864197531	0.9098765432098765	0.9009497964721845
0.42	1.0	0.8197530864197531	0.9098765432098765	0.9009497964721845
0.43	1.0	0.8123456790123457	0.9061728395061729	0.896457765667575
0.44	1.0	0.8123456790123457	0.9061728395061729	0.896457765667575
0.45	1.0	0.07901234567901234	0.5395061728395062	0.14645308924485126
0.46	1.0	0.05432098765432099	0.5271604938271605	0.10304449648711944
0.47	1.0	0.027160493827160494	0.5135802469135803	0.052884615384615384
0.48	1.0	0.027160493827160494	0.5135802469135803	0.052884615384615384
0.49	1.0	0.019753086419753086	0.5098765432098765	0.0387409200968523
0.5	1.0	0.01728395061728395	0.508641975308642	0.03398058252427184
0.51	1.0	0.01728395061728395	0.508641975308642	0.03398058252427184
0.52	1.0	0.01728395061728395	0.508641975308642	0.03398058252427184
0.53	1.0	0.01728395061728395	0.508641975308642	0.03398058252427184
0.54	1.0	0.01728395061728395	0.508641975308642	0.03398058252427184
0.55	1.0	0.01728395061728395	0.508641975308642	0.03398058252427184
0.56	1.0	0.014814814814814815	0.5074074074074074	0.029197080291970802
0.57	1.0	0.012345679012345678	0.5061728395061729	0.024390243902439025
0.58	1.0	0.012345679012345678	0.5061728395061729	0.024390243902439025
0.59	1.0	0.009876543209876543	0.5049382716049383	0.019559902200488997
0.6	1.0	0.009876543209876543	0.5049382716049383	0.019559902200488997
0.61	1.0	0.009876543209876543	0.5049382716049383	0.019559902200488997
0.62	1.0	0.009876543209876543	0.5049382716049383	0.019559902200488997
0.63	1.0	0.009876543209876543	0.5049382716049383	0.019559902200488997
0.64	1.0	0.009876543209876543	0.5049382716049383	0.019559902200488997
0.65	1.0	0.009876543209876543	0.5049382716049383	0.019559902200488997
0.66	1.0	0.009876543209876543	0.5049382716049383	0.019559902200488997
0.67	1.0	0.009876543209876543	0.5049382716049383	0.019559902200488997
0.68	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.69	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.7	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.71	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.72	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.73	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.74	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.75	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.76	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.77	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.78	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.79	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.8	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.81	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.82	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.83	1.0	0.0049382716049382715	0.5024691358024691	0.009828009828009828
0.84	1.0	0.0024691358024691358	0.5012345679012346	0.0049261083743842365
0.85	1.0	0.0024691358024691358	0.5012345679012346	0.0049261083743842365
0.86	1.0	0.0024691358024691358	0.5012345679012346	0.0049261083743842365
0.87	1.0	0.0024691358024691358	0.5012345679012346	0.0049261083743842365
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: 0.9874283760239823