Table 5 Performance of classifier on binary label data set.

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

Classifiers

Accuracy (%)

Precision (%)

Recall (%)

F1 Score (%)

Mean CV (%)

RF

99.72

99.72

99.65

99.78

99.60

KNN

99.85

99.84

99.63

99.68

99.86

LSTM

98.70

98.37

98.82

98.84

99.53

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