Threshold	Precision	Recall	Accuraccy	F1 Score
0	0.5	1.0	0.5	0.6666666666666666
1e-10	0.5327102803738317	0.9884393063583815	0.5606936416184971	0.6923076923076923
1e-09	0.5327102803738317	0.9884393063583815	0.5606936416184971	0.6923076923076923
1e-08	0.5327102803738317	0.9884393063583815	0.5606936416184971	0.6923076923076923
1e-07	0.5327102803738317	0.9884393063583815	0.5606936416184971	0.6923076923076923
1e-06	0.6	0.9884393063583815	0.6647398843930635	0.7467248908296943
1e-05	0.6	0.9884393063583815	0.6647398843930635	0.7467248908296943
0.0001	0.6	0.9884393063583815	0.6647398843930635	0.7467248908296943
0.001	0.6218181818181818	0.9884393063583815	0.6936416184971098	0.7633928571428571
0.01	0.8284313725490197	0.976878612716763	0.8872832369942196	0.896551724137931
0.02	0.8308457711442786	0.9653179190751445	0.884393063583815	0.893048128342246
0.03	0.835	0.9653179190751445	0.8872832369942196	0.8954423592493298
0.04	0.835	0.9653179190751445	0.8872832369942196	0.8954423592493298
0.05	0.835	0.9653179190751445	0.8872832369942196	0.8954423592493298
0.06	0.835	0.9653179190751445	0.8872832369942196	0.8954423592493298
0.07	0.835	0.9653179190751445	0.8872832369942196	0.8954423592493298
0.08	0.8829787234042553	0.9595375722543352	0.9161849710982659	0.9196675900277008
0.09	0.7058823529411765	0.20809248554913296	0.5606936416184971	0.32142857142857145
0.1	0.7058823529411765	0.20809248554913296	0.5606936416184971	0.32142857142857145
0.11	0.7058823529411765	0.20809248554913296	0.5606936416184971	0.32142857142857145
0.12	0.7058823529411765	0.20809248554913296	0.5606936416184971	0.32142857142857145
0.13	0.7058823529411765	0.20809248554913296	0.5606936416184971	0.32142857142857145
0.14	0.7058823529411765	0.20809248554913296	0.5606936416184971	0.32142857142857145
0.15	0.7058823529411765	0.20809248554913296	0.5606936416184971	0.32142857142857145
0.16	0.07142857142857142	0.005780346820809248	0.4653179190751445	0.0106951871657754
0.17	0.07142857142857142	0.005780346820809248	0.4653179190751445	0.0106951871657754
0.18	0.07142857142857142	0.005780346820809248	0.4653179190751445	0.0106951871657754
0.19	0.07692307692307693	0.005780346820809248	0.4682080924855491	0.010752688172043012
0.2	0.07692307692307693	0.005780346820809248	0.4682080924855491	0.010752688172043012
0.21	0.0	0.0	0.4653179190751445	0.0
0.22	0.0	0.0	0.4653179190751445	0.0
0.23	0.0	0.0	0.4653179190751445	0.0
0.24	0.0	0.0	0.4653179190751445	0.0
0.25	0.0	0.0	0.4653179190751445	0.0
0.26	0.0	0.0	0.47398843930635837	0.0
0.27	0.0	0.0	0.47398843930635837	0.0
0.28	0.0	0.0	0.47398843930635837	0.0
0.29	0.0	0.0	0.47398843930635837	0.0
0.3	0.0	0.0	0.47398843930635837	0.0
0.31	0.0	0.0	0.47398843930635837	0.0
0.32	0.0	0.0	0.47398843930635837	0.0
0.33	0.0	0.0	0.47398843930635837	0.0
0.34	0.0	0.0	0.47398843930635837	0.0
0.35	0.0	0.0	0.47398843930635837	0.0
0.36	0.0	0.0	0.47398843930635837	0.0
0.37	0.0	0.0	0.47398843930635837	0.0
0.38	0.0	0.0	0.47398843930635837	0.0
0.39	0.0	0.0	0.47398843930635837	0.0
0.4	0.0	0.0	0.47398843930635837	0.0
0.41	0.0	0.0	0.47398843930635837	0.0
0.42	0.0	0.0	0.47398843930635837	0.0
0.43	nan	0.0	0.5	0.0
0.44	nan	0.0	0.5	0.0
0.45	nan	0.0	0.5	0.0
0.46	nan	0.0	0.5	0.0
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: 0.7047317862284489