stress_at_work_analysis

1	method	metric	max	mean
2	Dummy	test_accuracy	1.0	0.8524114578096439
3	Dummy	test_average_precision	0.7	0.14758854219035614
4	Dummy	test_recall	0.0	0.0
5	Dummy	test_f1	0.0	0.0
6	logistic_reg	test_accuracy	0.9824561403508771	0.8445351955631311
7	logistic_reg	test_average_precision	1.0	0.44605167668563583
8	logistic_reg	test_recall	1.0	0.25353566685532386
9	logistic_reg	test_f1	0.823529411764706	0.27951926390778625
10	svc	test_accuracy	1.0	0.8524114578096439
11	svc	test_average_precision	0.9612401707068228	0.44179454944271934
12	svc	test_recall	0.0	0.0
13	svc	test_f1	0.0	0.0
14	gaussian_naive_bayes	test_accuracy	0.9	0.7491301746887129
15	gaussian_naive_bayes	test_average_precision	0.9189430193277607	0.2833170327386991
16	gaussian_naive_bayes	test_recall	1.0	0.3743761174081108
17	gaussian_naive_bayes	test_f1	0.7000000000000001	0.2698456659235668
18	stochastic_gradient_descent	test_accuracy	1.0	0.7926428596764739
19	stochastic_gradient_descent	test_average_precision	1.0	0.4421948838597582
20	stochastic_gradient_descent	test_recall	1.0	0.30156420704502945
21	stochastic_gradient_descent	test_f1	0.8148148148148148	0.24088393234361388
22	random_forest	test_accuracy	1.0	0.8722158105763481
23	random_forest	test_average_precision	1.0	0.49817066323226833
24	random_forest	test_recall	1.0	0.18161263127840668
25	random_forest	test_f1	1.0	0.2508096532365307
26	xgboost	test_accuracy	1.0	0.8812627400277729
27	xgboost	test_average_precision	1.0	0.5505695112208401
28	xgboost	test_recall	1.0	0.2896161238315027
29	xgboost	test_f1	0.9411764705882353	0.36887408735855665