Table 6 Performance of classifier on multi-label data.

From: Robust fault detection and classification in power transmission lines via ensemble machine learning models

Classifiers

Accuracy (%)

Precision (%)

Recall (%)

F1 Score (%)

Avg. CV (%)

RF

97.50

97.50

97.50

97.50

97.15

KNN

96.55

96.57

99.63

96.87

96.34

LSTM

96,62

96.65

96.62

96.62

95.24

RF-LSTM Stacked Tune KNN

99.96

99.96

99.93

99.93

99.96