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	0.5029585798816568	1.0	0.5058823529411764	0.6692913385826772
1e-06	0.5029585798816568	1.0	0.5058823529411764	0.6692913385826772
1e-05	0.5246913580246914	1.0	0.5470588235294118	0.6882591093117408
0.0001	0.5379746835443038	1.0	0.5705882352941176	0.6995884773662552
0.001	0.56	0.9882352941176471	0.6058823529411764	0.7148936170212766
0.01	0.7058823529411765	0.9882352941176471	0.788235294117647	0.8235294117647058
0.02	0.7706422018348624	0.9882352941176471	0.8470588235294118	0.865979381443299
0.03	0.7850467289719626	0.9882352941176471	0.8588235294117647	0.875
0.04	0.8316831683168316	0.9882352941176471	0.8941176470588236	0.9032258064516129
0.05	0.8316831683168316	0.9882352941176471	0.8941176470588236	0.9032258064516129
0.06	0.8842105263157894	0.9882352941176471	0.9294117647058824	0.9333333333333333
0.07	0.8936170212765957	0.9882352941176471	0.9352941176470588	0.9385474860335196
0.08	0.9032258064516129	0.9882352941176471	0.9411764705882353	0.9438202247191011
0.09	0.9032258064516129	0.9882352941176471	0.9411764705882353	0.9438202247191011
0.1	0.9130434782608695	0.9882352941176471	0.9470588235294117	0.9491525423728814
0.11	0.9130434782608695	0.9882352941176471	0.9470588235294117	0.9491525423728814
0.12	0.9230769230769231	0.9882352941176471	0.9529411764705882	0.9545454545454546
0.13	0.9230769230769231	0.9882352941176471	0.9529411764705882	0.9545454545454546
0.14	0.9230769230769231	0.9882352941176471	0.9529411764705882	0.9545454545454546
0.15	0.9230769230769231	0.9882352941176471	0.9529411764705882	0.9545454545454546
0.16	0.9213483146067416	0.9647058823529412	0.9411764705882353	0.9425287356321839
0.17	0.9213483146067416	0.9647058823529412	0.9411764705882353	0.9425287356321839
0.18	0.9213483146067416	0.9647058823529412	0.9411764705882353	0.9425287356321839
0.19	0.9418604651162791	0.9529411764705882	0.9470588235294117	0.9473684210526315
0.2	0.9411764705882353	0.9411764705882353	0.9411764705882353	0.9411764705882353
0.21	0.9411764705882353	0.9411764705882353	0.9411764705882353	0.9411764705882353
0.22	0.9411764705882353	0.9411764705882353	0.9411764705882353	0.9411764705882353
0.23	0.9411764705882353	0.9411764705882353	0.9411764705882353	0.9411764705882353
0.24	0.9375	0.8823529411764706	0.9117647058823529	0.9090909090909091
0.25	0.935064935064935	0.8470588235294118	0.8941176470588236	0.8888888888888888
0.26	0.935064935064935	0.8470588235294118	0.8941176470588236	0.8888888888888888
0.27	0.935064935064935	0.8470588235294118	0.8941176470588236	0.8888888888888888
0.28	0.935064935064935	0.8470588235294118	0.8941176470588236	0.8888888888888888
0.29	0.935064935064935	0.8470588235294118	0.8941176470588236	0.8888888888888888
0.3	0.9473684210526315	0.8470588235294118	0.9	0.8944099378881988
0.31	0.9344262295081968	0.6705882352941176	0.8117647058823529	0.7808219178082192
0.32	0.9344262295081968	0.6705882352941176	0.8117647058823529	0.7808219178082192
0.33	0.9344262295081968	0.6705882352941176	0.8117647058823529	0.7808219178082192
0.34	0.9344262295081968	0.6705882352941176	0.8117647058823529	0.7808219178082192
0.35	0.9433962264150944	0.5882352941176471	0.7764705882352941	0.7246376811594203
0.36	0.9433962264150944	0.5882352941176471	0.7764705882352941	0.7246376811594203
0.37	0.9433962264150944	0.5882352941176471	0.7764705882352941	0.7246376811594203
0.38	0.9433962264150944	0.5882352941176471	0.7764705882352941	0.7246376811594203
0.39	0.9433962264150944	0.5882352941176471	0.7764705882352941	0.7246376811594203
0.4	0.9433962264150944	0.5882352941176471	0.7764705882352941	0.7246376811594203
0.41	0.9433962264150944	0.5882352941176471	0.7764705882352941	0.7246376811594203
0.42	0.9318181818181818	0.4823529411764706	0.7235294117647059	0.6356589147286822
0.43	0.9318181818181818	0.4823529411764706	0.7235294117647059	0.6356589147286822
0.44	0.9318181818181818	0.4823529411764706	0.7235294117647059	0.6356589147286822
0.45	0.9318181818181818	0.4823529411764706	0.7235294117647059	0.6356589147286822
0.46	0.9318181818181818	0.4823529411764706	0.7235294117647059	0.6356589147286822
0.47	0.9318181818181818	0.4823529411764706	0.7235294117647059	0.6356589147286822
0.48	0.9302325581395349	0.47058823529411764	0.7176470588235294	0.625
0.49	0.9032258064516129	0.32941176470588235	0.6470588235294118	0.4827586206896552
0.5	0.9032258064516129	0.32941176470588235	0.6470588235294118	0.4827586206896552
0.51	0.9032258064516129	0.32941176470588235	0.6470588235294118	0.4827586206896552
0.52	0.9032258064516129	0.32941176470588235	0.6470588235294118	0.4827586206896552
0.53	0.9032258064516129	0.32941176470588235	0.6470588235294118	0.4827586206896552
0.54	0.9032258064516129	0.32941176470588235	0.6470588235294118	0.4827586206896552
0.55	0.9032258064516129	0.32941176470588235	0.6470588235294118	0.4827586206896552
0.56	0.9032258064516129	0.32941176470588235	0.6470588235294118	0.4827586206896552
0.57	0.9032258064516129	0.32941176470588235	0.6470588235294118	0.4827586206896552
0.58	0.9032258064516129	0.32941176470588235	0.6470588235294118	0.4827586206896552
0.59	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.6	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.61	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.62	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.63	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.64	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.65	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.66	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.67	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.68	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.69	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.7	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.71	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.72	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.73	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.74	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.75	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.76	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.77	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.78	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.79	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.8	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.81	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.82	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.83	0.9655172413793104	0.32941176470588235	0.6588235294117647	0.49122807017543857
0.84	0.9411764705882353	0.18823529411764706	0.5882352941176471	0.3137254901960784
0.85	0.9411764705882353	0.18823529411764706	0.5882352941176471	0.3137254901960784
0.86	0.9411764705882353	0.18823529411764706	0.5882352941176471	0.3137254901960784
0.87	0.9411764705882353	0.18823529411764706	0.5882352941176471	0.3137254901960784
0.88	0.9411764705882353	0.18823529411764706	0.5882352941176471	0.3137254901960784
0.89	0.9411764705882353	0.18823529411764706	0.5882352941176471	0.3137254901960784
0.9	0.9411764705882353	0.18823529411764706	0.5882352941176471	0.3137254901960784
0.91	1.0	0.011764705882352941	0.5058823529411764	0.023255813953488372
0.92	1.0	0.011764705882352941	0.5058823529411764	0.023255813953488372
0.93	1.0	0.011764705882352941	0.5058823529411764	0.023255813953488372
0.94	1.0	0.011764705882352941	0.5058823529411764	0.023255813953488372
0.95	1.0	0.011764705882352941	0.5058823529411764	0.023255813953488372
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: 0.9332604551407979