Table 4

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

ModelRMSE (m3/s)MAE (m3/s)MAPE (%)RRMSESSE ((m3/s)2)TICIA
Proposed model 8.4639 5.4875 2.1084 0.0241 1.4328 × 104 0.9982 0.0135 0.9997 
ARIMA 20.6924 13.6110 5.7271 0.0667 8.5635 × 104 0.9900 0.0327 0.9985 
TAR 33.3071 20.2336 7.9662 0.0968 2.2187 × 105 0.9755 0.0518 0.9962 
SVM 16.9785 11.1892 4.4788 0.0527 5.7654 × 104 0.9930 0.0269 0.9990 
LSTM 17.1655 11.2025 4.7237 0.0562 5.8931 × 104 0.9928 0.0272 0.9989 
MEED-ARIMA 15.1384 9.9670 4.0823 0.0486 4.5834 × 104 0.9946 0.0272 0.9992 
ModelRMSE (m3/s)MAE (m3/s)MAPE (%)RRMSESSE ((m3/s)2)TICIA
Proposed model 8.4639 5.4875 2.1084 0.0241 1.4328 × 104 0.9982 0.0135 0.9997 
ARIMA 20.6924 13.6110 5.7271 0.0667 8.5635 × 104 0.9900 0.0327 0.9985 
TAR 33.3071 20.2336 7.9662 0.0968 2.2187 × 105 0.9755 0.0518 0.9962 
SVM 16.9785 11.1892 4.4788 0.0527 5.7654 × 104 0.9930 0.0269 0.9990 
LSTM 17.1655 11.2025 4.7237 0.0562 5.8931 × 104 0.9928 0.0272 0.9989 
MEED-ARIMA 15.1384 9.9670 4.0823 0.0486 4.5834 × 104 0.9946 0.0272 0.9992 
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