Utilization of Stockwell Transform and Random Forest Algorithm for Efficient Detection and Classification of Power Quality Disturbances

Table 11

Overall performance indices of all algorithms.

Sl. no	Classification algorithm	Accuracy	Precision	Recall	F-score
1	KNN	93.41	0.9329	0.9323	0.2325
2	SVM	94.83	0.9482	0.9459	0.9470
3	Decision tree	98.09	0.9817	0.9810	0.9813
4	Random forest	99.01	0.9911	0.9905	0.9908