Threshold	Precision	Recall	Accuraccy	F1 Score
0	1.0	0.47342398022249693	0.7367119901112484	0.6426174496644296
1e-10	1.0	0.47342398022249693	0.7367119901112484	0.6426174496644296
1e-09	1.0	0.47342398022249693	0.7367119901112484	0.6426174496644296
1e-08	1.0	0.47342398022249693	0.7367119901112484	0.6426174496644296
1e-07	1.0	0.47342398022249693	0.7367119901112484	0.6426174496644296
1e-06	1.0	0.47342398022249693	0.7367119901112484	0.6426174496644296
1e-05	1.0	0.47342398022249693	0.7367119901112484	0.6426174496644296
0.0001	1.0	0.47342398022249693	0.7367119901112484	0.6426174496644296
0.001	1.0	0.47342398022249693	0.7367119901112484	0.6426174496644296
0.01	1.0	0.4684796044499382	0.7342398022249691	0.6380471380471381
0.02	1.0	0.4622991347342398	0.7311495673671199	0.63229078613694
0.03	1.0	0.45982694684796044	0.7299134734239803	0.6299745977984759
0.04	1.0	0.45982694684796044	0.7299134734239803	0.6299745977984759
0.05	1.0	0.45859085290482077	0.7292954264524104	0.6288135593220339
0.06	1.0	0.45488257107540175	0.7274412855377008	0.6253186066270179
0.07	1.0	0.45488257107540175	0.7274412855377008	0.6253186066270179
0.08	1.0	0.43139678615574784	0.715698393077874	0.6027633851468048
0.09	1.0	0.4276885043263288	0.7138442521631644	0.5991341991341992
0.1	1.0	0.4276885043263288	0.7138442521631644	0.5991341991341992
0.11	1.0	0.4264524103831891	0.7132262051915945	0.5979202772963604
0.12	1.0	0.42027194066749074	0.7101359703337453	0.5918189730200174
0.13	1.0	0.41656365883807167	0.7082818294190358	0.5881326352530541
0.14	1.0	0.411619283065513	0.7058096415327565	0.5831873905429071
0.15	1.0	0.411619283065513	0.7058096415327565	0.5831873905429071
0.16	1.0	0.40914709517923364	0.7045735475896168	0.5807017543859649
0.17	1.0	0.4042027194066749	0.7021013597033374	0.5757042253521126
0.18	1.0	0.4042027194066749	0.7021013597033374	0.5757042253521126
0.19	1.0	0.4042027194066749	0.7021013597033374	0.5757042253521126
0.2	1.0	0.4042027194066749	0.7021013597033374	0.5757042253521126
0.21	1.0	0.3943139678615575	0.6971569839307787	0.5656028368794326
0.22	1.0	0.3868974042027194	0.6934487021013597	0.5579322638146168
0.23	1.0	0.37824474660074164	0.6891223733003708	0.5488789237668161
0.24	1.0	0.36711990111248455	0.6835599505562423	0.5370705244122965
0.25	1.0	0.3646477132262052	0.6823238566131026	0.5344202898550725
0.26	1.0	0.3535228677379481	0.676761433868974	0.5223744292237443
0.27	1.0	0.3535228677379481	0.676761433868974	0.5223744292237443
0.28	1.0	0.3510506798516687	0.6755253399258344	0.5196706312900274
0.29	1.0	0.34981458590852904	0.6749072929542645	0.5183150183150184
0.3	1.0	0.33127317676143386	0.6656365883807169	0.4976787372330548
0.31	1.0	0.31396786155747836	0.6569839307787392	0.477892756349953
0.32	1.0	0.30778739184178	0.65389369592089	0.4706994328922495
0.33	1.0	0.30407911001236093	0.6520395550061805	0.4663507109004739
0.34	1.0	0.2830655129789864	0.6415327564894932	0.441233140655106
0.35	1.0	0.276885043263288	0.638442521631644	0.43368828654404645
0.36	1.0	0.26823238566131025	0.6341161928306551	0.42300194931773877
0.37	1.0	0.2669962917181706	0.6334981458590853	0.4214634146341463
0.38	1.0	0.2669962917181706	0.6334981458590853	0.4214634146341463
0.39	1.0	0.2657601977750309	0.6328800988875154	0.419921875
0.4	1.0	0.25710754017305315	0.6285537700865266	0.40904621435594885
0.41	1.0	0.24969097651421507	0.6248454882571075	0.39960435212660733
0.42	1.0	0.24474660074165636	0.6223733003708282	0.3932472691161867
0.43	1.0	0.23362175525339926	0.6168108776266996	0.3787575150300601
0.44	1.0	0.22620519159456118	0.6131025957972805	0.3689516129032258
0.45	1.0	0.2249690976514215	0.6124845488257108	0.36730575176589303
0.46	1.0	0.21878862793572312	0.6093943139678616	0.359026369168357
0.47	1.0	0.15698393077873918	0.5784919653893696	0.27136752136752135
0.48	1.0	0.14956736711990112	0.5747836835599506	0.26021505376344084
0.49	1.0	0.1433868974042027	0.5716934487021014	0.2508108108108108
0.5	1.0	0.14091470951792337	0.5704573547589616	0.24702058504875407
0.51	1.0	0.1334981458590853	0.5667490729295427	0.23555070883315157
0.52	1.0	0.1260815822002472	0.5630407911001236	0.2239297475301866
0.53	1.0	0.1260815822002472	0.5630407911001236	0.2239297475301866
0.54	1.0	0.11990111248454882	0.5599505562422744	0.2141280353200883
0.55	1.0	0.11990111248454882	0.5599505562422744	0.2141280353200883
0.56	1.0	0.11990111248454882	0.5599505562422744	0.2141280353200883
0.57	1.0	0.11990111248454882	0.5599505562422744	0.2141280353200883
0.58	1.0	0.11124845488257108	0.5556242274412856	0.20022246941045607
0.59	1.0	0.10877626699629171	0.5543881334981459	0.19620958751393533
0.6	1.0	0.10877626699629171	0.5543881334981459	0.19620958751393533
0.61	1.0	0.10135970333745364	0.5506798516687268	0.1840628507295174
0.62	1.0	0.10135970333745364	0.5506798516687268	0.1840628507295174
0.63	1.0	0.10135970333745364	0.5506798516687268	0.1840628507295174
0.64	1.0	0.10135970333745364	0.5506798516687268	0.1840628507295174
0.65	1.0	0.10135970333745364	0.5506798516687268	0.1840628507295174
0.66	1.0	0.09023485784919653	0.5451174289245982	0.1655328798185941
0.67	1.0	0.09023485784919653	0.5451174289245982	0.1655328798185941
0.68	1.0	0.09023485784919653	0.5451174289245982	0.1655328798185941
0.69	1.0	0.0865265760197775	0.5432632880098888	0.15927189988623436
0.7	1.0	0.0865265760197775	0.5432632880098888	0.15927189988623436
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: 0.6934487021013598