Table 5.

DL models’ accuracy, precision, and F1-score based on power values.

	Evaluation Method	Models	Accuracy	Precision	F1-Score
Data Sets
Power value		LSTM	69.5	69.5	68.8
		Bidirectional LSTM	79.5	76.4	80.8
		CNN-LSTM	74.7	71.4	77.3
		CNN-Bidirectional LSTM	81.4	80.8	80.1