Table 6 Performance of models on the test set for different feature sets.

Models	R²	RMSE	R²	RMSE	Models	R²	RMSE	R²	RMSE
Models	Selected features		All features		Models	Selected features		All features
RNN	0.9084	14.87	0.9150	13.95	KAN	0.9026	15.47	0.9105	14.35
LSTM	0.9177	14.42	0.9240	13.11	TCN-KAN	0.9307	13.55	0.9401	12.74
GRU	0.9115	14.72	0.9205	13.55	GA-TCN-KAN	0.9642	11.66	0.9700	10.95
TCN	0.8958	15.33	0.9052	14.27	PSO-TCN-KAN	0.9711	10.59	0.9765	9.88
CNN-LSTM	0.9140	16.04	0.9195	14.90	WOA-TCN-KAN	0.9815	9.93	0.9850	8.95

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