Threshold	Precision	Recall	Accuraccy	F1 Score
0	1.0	0.45997191011235955	0.7299859550561798	0.6301106301106301
1e-10	1.0	0.45997191011235955	0.7299859550561798	0.6301106301106301
1e-09	1.0	0.45997191011235955	0.7299859550561798	0.6301106301106301
1e-08	1.0	0.45997191011235955	0.7299859550561798	0.6301106301106301
1e-07	1.0	0.45997191011235955	0.7299859550561798	0.6301106301106301
1e-06	1.0	0.45997191011235955	0.7299859550561798	0.6301106301106301
1e-05	1.0	0.45997191011235955	0.7299859550561798	0.6301106301106301
0.0001	1.0	0.45997191011235955	0.7299859550561798	0.6301106301106301
0.001	1.0	0.4592696629213483	0.7296348314606742	0.629451395572666
0.01	1.0	0.4550561797752809	0.7275280898876404	0.6254826254826255
0.02	1.0	0.449438202247191	0.7247191011235955	0.6201550387596899
0.03	1.0	0.4438202247191011	0.7219101123595506	0.6147859922178989
0.04	1.0	0.4396067415730337	0.7198033707865169	0.6107317073170732
0.05	1.0	0.42064606741573035	0.7103230337078652	0.5921898171033119
0.06	1.0	0.41292134831460675	0.7064606741573034	0.584493041749503
0.07	1.0	0.4023876404494382	0.7011938202247191	0.5738607911867801
0.08	1.0	0.39325842696629215	0.6966292134831461	0.5645161290322581
0.09	1.0	0.3890449438202247	0.6945224719101124	0.5601617795753286
0.1	1.0	0.38202247191011235	0.6910112359550562	0.5528455284552846
0.11	1.0	0.37640449438202245	0.6882022471910112	0.5469387755102041
0.12	1.0	0.37640449438202245	0.6882022471910112	0.5469387755102041
0.13	1.0	0.36446629213483145	0.6822331460674157	0.5342254246011323
0.14	1.0	0.351123595505618	0.675561797752809	0.5197505197505198
0.15	1.0	0.34269662921348315	0.6713483146067416	0.5104602510460251
0.16	1.0	0.33918539325842695	0.6695926966292135	0.5065547981122182
0.17	1.0	0.3356741573033708	0.6678370786516854	0.5026288117770767
0.18	1.0	0.33286516853932585	0.6664325842696629	0.4994731296101159
0.19	1.0	0.3258426966292135	0.6629213483146067	0.4915254237288136
0.2	1.0	0.32162921348314605	0.660814606741573	0.4867162592986185
0.21	1.0	0.31179775280898875	0.6558988764044944	0.4753747323340471
0.22	1.0	0.29634831460674155	0.6481741573033708	0.457204767063922
0.23	1.0	0.29353932584269665	0.6467696629213483	0.4538545059717698
0.24	1.0	0.28581460674157305	0.6429073033707865	0.4445658110322228
0.25	1.0	0.27668539325842695	0.6383426966292135	0.43344334433443343
0.26	1.0	0.27457865168539325	0.6372893258426966	0.4308539944903581
0.27	1.0	0.27036516853932585	0.6351825842696629	0.4256495301271421
0.28	1.0	0.2654494382022472	0.6327247191011236	0.4195338512763596
0.29	1.0	0.2542134831460674	0.6271067415730337	0.4053751399776036
0.3	1.0	0.25	0.625	0.4
0.31	1.0	0.24929775280898878	0.6246488764044944	0.3991006183249016
0.32	1.0	0.2443820224719101	0.6221910112359551	0.3927765237020316
0.33	1.0	0.24367977528089887	0.6218398876404494	0.39186900056465274
0.34	1.0	0.23314606741573032	0.6165730337078652	0.37813211845102507
0.35	1.0	0.22823033707865167	0.6141151685393258	0.3716409376786735
0.36	1.0	0.22612359550561797	0.613061797752809	0.36884306987399773
0.37	1.0	0.20786516853932585	0.6039325842696629	0.34418604651162793
0.38	1.0	0.20646067415730338	0.6032303370786517	0.34225844004656575
0.39	1.0	0.2050561797752809	0.6025280898876404	0.34032634032634035
0.4	1.0	0.20435393258426968	0.6021769662921348	0.33935860058309036
0.41	1.0	0.1818820224719101	0.5909410112359551	0.3077837195484254
0.42	1.0	0.17907303370786518	0.5895365168539326	0.30375223347230496
0.43	1.0	0.17837078651685392	0.589185393258427	0.30274135876042907
0.44	1.0	0.17696629213483145	0.5884831460674157	0.30071599045346065
0.45	1.0	0.16853932584269662	0.5842696629213483	0.28846153846153844
0.46	1.0	0.16853932584269662	0.5842696629213483	0.28846153846153844
0.47	1.0	0.16502808988764045	0.5825140449438202	0.2833031946955998
0.48	1.0	0.1523876404494382	0.5761938202247191	0.2644728823887873
0.49	1.0	0.14536516853932585	0.5726825842696629	0.25383200490496627
0.5	1.0	0.14536516853932585	0.5726825842696629	0.25383200490496627
0.51	1.0	0.14325842696629212	0.5716292134831461	0.25061425061425063
0.52	1.0	0.14185393258426968	0.5709269662921348	0.24846248462484624
0.53	1.0	0.1404494382022472	0.5702247191011236	0.24630541871921183
0.54	1.0	0.13623595505617977	0.5681179775280899	0.23980222496909764
0.55	1.0	0.13623595505617977	0.5681179775280899	0.23980222496909764
0.56	1.0	0.12780898876404495	0.5639044943820225	0.2266500622665006
0.57	1.0	0.12429775280898876	0.5621488764044944	0.22111180512179887
0.58	1.0	0.12289325842696629	0.5614466292134831	0.2188868042526579
0.59	1.0	0.10252808988764045	0.5512640449438202	0.1859872611464968
0.6	1.0	0.09480337078651685	0.5474016853932584	0.1731879409878127
0.61	1.0	0.09339887640449439	0.5466994382022472	0.1708413615928067
0.62	1.0	0.08707865168539326	0.5435393258426966	0.16020671834625322
0.63	1.0	0.0800561797752809	0.5400280898876404	0.1482444733420026
0.64	1.0	0.07514044943820225	0.5375702247191011	0.13977792292619204
0.65	1.0	0.047752808988764044	0.523876404494382	0.09115281501340483
0.66	1.0	0.007724719101123595	0.5038623595505618	0.015331010452961672
0.67	1.0	0.002106741573033708	0.5010533707865169	0.004204625087596356
0.68	1.0	0.0007022471910112359	0.5003511235955056	0.0014035087719298245
0.69	1.0	0.0007022471910112359	0.5003511235955056	0.0014035087719298245
0.7	1.0	0.0007022471910112359	0.5003511235955056	0.0014035087719298245
0.71	1.0	0.0007022471910112359	0.5003511235955056	0.0014035087719298245
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: 0.7296348314606742