Table 6. Classifiers performance of DWT-based feature extraction with oversampling using SAM and HAM-A labeling.

	HAM-A label			SAM Label
	Accuracy	Recall	Precision	Accuracy	Recall	Precision
KNN	61.94%	61.94%	72.72%	57.50%	57.50%	69.38%
LDA	75.37%	75.37%	75.85%	65.20%	65.20%	66.68%
SVM	70.06%	70.06%	70.92%	58.80%	58.80%	60.56%
RF	87.50%	87.50%	87.65%	82.14%	82.14%	82.32%
AdaBoost bagging	78.98%	78.98%	79.03%	74.43%	74.43%	72.54%
Gradient bagging	77.87%	77.87%	77.92%	73.44%	73.44%	73.52%