Table 2. Classification of WTC-11 and TS cells.

Results of algorithms with the best performance.

	TPR WTC-11 (%)	TPR TS (%)	Accuracy (%)	F1 score (%)	MCC (%)
Decision trees	93	91	92	91	85
Quadratic discriminant analysis	98	84	92	90	84
SVM with cubic kernel, C = 0.22859	94	87	91	90	83
k-NN with Mahalanobis metric and squared inverse weighting, k = 3	94	87	91	89	82
SVM with quadratic kernel, C = 998	92	87	90	88	80
k-NN with Mahalanobis metric and equal weighting, k = 1	91	87	89	88	79
k-NN with Mahalanobis metric and inverse weighting, k = 5	90	88	89	88	79
Naïve Bayes with box kernel	88	81	85	83	72