Table 8

. | . | . | Statistical indicators . | ||
---|---|---|---|---|---|

The best SVM models . | Input combinations . | Eliminated variable . | R
. ^{2} | DC
. | RMSE
. |

NLW 10 | H, _{T}/PL, _{c}/WA/w, Fr | – | 0.990 | 0.988 | 0.007 |

H, _{T}/PL, _{c}/WA/w | Fr | 0.921 | 0.910 | 0.020 | |

L, _{c}/WA/w, Fr | H _{T}/P | 0.931 | 0.913 | 0.019 | |

H, _{T}/PA/w, FrH, _{T}/PL, _{c}/WFr | L_{c}/WA/w | 0.964 0.977 | 0.958 0.961 | 0.016 0.015 | |

The best SVM model . | Input combination . | Eliminated variable . | R
. ^{2} | DC
. | RMSE
. |

ILW 9 | H, _{T}/Pα, L, _{c}/WA/w, w/p, Fr | – | 0.981 | 0.954 | 0.025 |

H, _{T}/Pα, L, _{c}/WA/w, w/p | Fr | 0.915 | 0.913 | 0.029 | |

α, L, _{c}/WA/w, w/p, Fr | H _{T}/P | 0.933 | 0.915 | 0.029 | |

H, _{T}/PL, _{c}/WA/w, w/p, Fr | α | 0.965 | 0.960 | 0.026 | |

H, _{T}/Pα, A/w, w/p, Fr | L _{c}/W | 0.950 | 0.942 | 0.027 | |

H, _{T}/Pα, L, _{c}/WA/w, Fr | A/w | 0.966 | 0.960 | 0.026 | |

H, _{T}/Pα, L, _{c}/WA/w, Fr | w/P | 0.964 | 0.958 | 0.026 | |

The best SVM model . | Input combination . | Eliminated variable . | R
. ^{2} | DC
. | RMSE
. |

ALW 7 | H, _{T}/PL, _{c}/Wα/θ | – | 0.970 | 0.967 | 0.013 |

L, _{c}/Wα/θ | H _{T}/P | 0.651 | 0.606 | 0.098 | |

H, _{T}/Pα/θ | L _{c}/W | 0.952 | 0.943 | 0.016 | |

H, _{T}/PL _{c}/W | α/θ | 0.942 | 0.929 | 0.017 | |

The best SVM model . | Input combination . | Eliminated variable . | R
. ^{2} | DC
. | RMSE
. |

ALWB 7 | H, _{T}/PL, _{c}/Wα/θ | – | 0.960 | 0.958 | 0.010 |

L, _{c}/Wα/θ | H _{T}/P | 0.623 | 0.431 | 0.107 | |

H, _{T}/Pα/θ | L _{c}/W | 0.915 | 0.913 | 0.033 | |

H, _{T}/PL _{c}/W | α/θ | 0.831 | 0.511 | 0.040 |

. | . | . | Statistical indicators . | ||
---|---|---|---|---|---|

The best SVM models . | Input combinations . | Eliminated variable . | R
. ^{2} | DC
. | RMSE
. |

NLW 10 | H, _{T}/PL, _{c}/WA/w, Fr | – | 0.990 | 0.988 | 0.007 |

H, _{T}/PL, _{c}/WA/w | Fr | 0.921 | 0.910 | 0.020 | |

L, _{c}/WA/w, Fr | H _{T}/P | 0.931 | 0.913 | 0.019 | |

H, _{T}/PA/w, FrH, _{T}/PL, _{c}/WFr | L_{c}/WA/w | 0.964 0.977 | 0.958 0.961 | 0.016 0.015 | |

The best SVM model . | Input combination . | Eliminated variable . | R
. ^{2} | DC
. | RMSE
. |

ILW 9 | H, _{T}/Pα, L, _{c}/WA/w, w/p, Fr | – | 0.981 | 0.954 | 0.025 |

H, _{T}/Pα, L, _{c}/WA/w, w/p | Fr | 0.915 | 0.913 | 0.029 | |

α, L, _{c}/WA/w, w/p, Fr | H _{T}/P | 0.933 | 0.915 | 0.029 | |

H, _{T}/PL, _{c}/WA/w, w/p, Fr | α | 0.965 | 0.960 | 0.026 | |

H, _{T}/Pα, A/w, w/p, Fr | L _{c}/W | 0.950 | 0.942 | 0.027 | |

H, _{T}/Pα, L, _{c}/WA/w, Fr | A/w | 0.966 | 0.960 | 0.026 | |

H, _{T}/Pα, L, _{c}/WA/w, Fr | w/P | 0.964 | 0.958 | 0.026 | |

The best SVM model . | Input combination . | Eliminated variable . | R
. ^{2} | DC
. | RMSE
. |

ALW 7 | H, _{T}/PL, _{c}/Wα/θ | – | 0.970 | 0.967 | 0.013 |

L, _{c}/Wα/θ | H _{T}/P | 0.651 | 0.606 | 0.098 | |

H, _{T}/Pα/θ | L _{c}/W | 0.952 | 0.943 | 0.016 | |

H, _{T}/PL _{c}/W | α/θ | 0.942 | 0.929 | 0.017 | |

The best SVM model . | Input combination . | Eliminated variable . | R
. ^{2} | DC
. | RMSE
. |

ALWB 7 | H, _{T}/PL, _{c}/Wα/θ | – | 0.960 | 0.958 | 0.010 |

L, _{c}/Wα/θ | H _{T}/P | 0.623 | 0.431 | 0.107 | |

H, _{T}/Pα/θ | L _{c}/W | 0.915 | 0.913 | 0.033 | |

H, _{T}/PL _{c}/W | α/θ | 0.831 | 0.511 | 0.040 |

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