Table 3

Comparison of the performance indicators between the proposed model and other comparison models (test phase)

ModelRMSE (m3/s)MAE (m3/s)MAPE (%)RRMSESSE ((m3/s)2)TICIA
Proposed model 10.4193 8.5891 4.0122 0.0942 5.4281 × 103 0.9958 0.0190 0.9995 
ARIMA 19.1757 12.6628 5.5846 0.1176 18.3854 × 103 0.9872 0.0346 0.9984 
TAR 27.6452 18.6944 8.6813 0.1915 38.2215 × 103 0.9741 0.0490 0.9968 
SVM 12.8959 10.7082 5.6369 0.1143 8.31526 × 103 0.9914 0.0237 0.9985 
LSTM 16.5479 11.1744 5.7865 0.1127 13.6924 × 103 0.9900 0.0298 0.9988 
MEED-ARIMA 12.0232 10.8470 5.2037 0.1536 13.0648 × 103 0.9928 0.0288 0.9989 
ModelRMSE (m3/s)MAE (m3/s)MAPE (%)RRMSESSE ((m3/s)2)TICIA
Proposed model 10.4193 8.5891 4.0122 0.0942 5.4281 × 103 0.9958 0.0190 0.9995 
ARIMA 19.1757 12.6628 5.5846 0.1176 18.3854 × 103 0.9872 0.0346 0.9984 
TAR 27.6452 18.6944 8.6813 0.1915 38.2215 × 103 0.9741 0.0490 0.9968 
SVM 12.8959 10.7082 5.6369 0.1143 8.31526 × 103 0.9914 0.0237 0.9985 
LSTM 16.5479 11.1744 5.7865 0.1127 13.6924 × 103 0.9900 0.0298 0.9988 
MEED-ARIMA 12.0232 10.8470 5.2037 0.1536 13.0648 × 103 0.9928 0.0288 0.9989 
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