stress_at_work_analysis/presentation/event_stressful_detection_5fold.csv

1	method	metric	max	mean
2	Dummy	test_accuracy	0.8557046979865772	0.8548446932649828
3	Dummy	test_average_precision	0.1457286432160804	0.14515530673501736
4	Dummy	test_recall	0.0	0.0
5	Dummy	test_f1	0.0	0.0
6	logistic_reg	test_accuracy	0.8640939597315436	0.8504895843872606
7	logistic_reg	test_average_precision	0.44363425265068757	0.37511495347389834
8	logistic_reg	test_recall	0.3023255813953488	0.24266238973536486
9	logistic_reg	test_f1	0.3909774436090226	0.318943511424051
10	svc	test_accuracy	0.8557046979865772	0.8548446932649828
11	svc	test_average_precision	0.44514416839823046	0.4068200938341621
12	svc	test_recall	0.0	0.0
13	svc	test_f1	0.0	0.0
14	gaussian_naive_bayes	test_accuracy	0.7684563758389261	0.7479123806954234
15	gaussian_naive_bayes	test_average_precision	0.2534828030085334	0.23379392278901853
16	gaussian_naive_bayes	test_recall	0.42528735632183906	0.3924619085805935
17	gaussian_naive_bayes	test_f1	0.34285714285714286	0.3107236284017699
18	stochastic_gradient_descent	test_accuracy	0.8576214405360134	0.7773610783222601
19	stochastic_gradient_descent	test_average_precision	0.3813093757959869	0.3617503752215592
20	stochastic_gradient_descent	test_recall	0.686046511627907	0.2822507350975675
21	stochastic_gradient_descent	test_f1	0.3652173913043478	0.21849107443075583
22	random_forest	test_accuracy	0.9110738255033557	0.9011129472867694
23	random_forest	test_average_precision	0.6998372262021191	0.6619275281099584
24	random_forest	test_recall	0.4069767441860465	0.35356856455493185
25	random_forest	test_f1	0.5691056910569107	0.5078402513053142
26	xgboost	test_accuracy	0.9128978224455612	0.9007711937764886
27	xgboost	test_average_precision	0.7366643049075349	0.698622165966308
28	xgboost	test_recall	0.5287356321839081	0.44346431435445066
29	xgboost	test_f1	0.638888888888889	0.5633957169928393