Table A4.

10-Folds’ F1-Score comparison for machine learning algorithms.

Fold	Logistic Regression	SVM	GA-KNN	PSO-KNN
1	99.8	99.8	99.8	84
2	99.4	99.4	99.4	95
3	98	94	98.5	95
4	99.4	97	97.8	99.4
5	99.4	99.4	99.1	99.4
6	99.4	99.4	95.6	99.4
7	99.8	98	97.6	99.8
8	99.8	99.8	98.1	97
9	99.8	99.8	99	97
10	99	97	98.2	97