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Table 8

Result of sensitivity analysis

Statistical indicators
The best SVM modelsInput combinationsEliminated variableR2DCRMSE
NLW 10 HT/P, Lc/W, A/w, Fr – 0.990 0.988 0.007 
HT/P, Lc/W, A/w Fr 0.921 0.910 0.020 
Lc/W, A/w, Fr HT/P 0.931 0.913 0.019 
HT/P, A/w, FrHT/P, Lc/W, Fr Lc/WA/w 0.964
0.977 
0.958
0.961 
0.016
0.015 
The best SVM modelInput combinationEliminated variableR2DCRMSE
ILW 9 HT/P, α, Lc/W, A/w, w/p, Fr – 0.981 0.954 0.025 
HT/P, α, Lc/W, A/w, w/p Fr 0.915 0.913 0.029 
α, Lc/W, A/w, w/p, Fr HT/P 0.933 0.915 0.029 
HT/P, Lc/W, A/w, w/p, Fr α 0.965 0.960 0.026 
HT/P, α, A/w, w/p, Fr Lc/W 0.950 0.942 0.027 
HT/P, α, Lc/W, A/w, Fr A/w 0.966 0.960 0.026 
HT/P, α, Lc/W, A/w, Fr w/P 0.964 0.958 0.026 
The best SVM modelInput combinationEliminated variableR2DCRMSE
ALW 7 HT/P, Lc/W, α/θ – 0.970 0.967 0.013 
Lc/W, α/θ HT/P 0.651 0.606 0.098 
HT/P, α/θ Lc/W 0.952 0.943 0.016 
HT/P, Lc/W α/θ 0.942 0.929 0.017 
The best SVM modelInput combinationEliminated variableR2DCRMSE
ALWB 7 HT/P, Lc/W, α/θ – 0.960 0.958 0.010 
Lc/W, α/θ HT/P 0.623 0.431 0.107 
HT/P, α/θ Lc/W 0.915 0.913 0.033 
HT/P, Lc/W α/θ 0.831 0.511 0.040 
Statistical indicators
The best SVM modelsInput combinationsEliminated variableR2DCRMSE
NLW 10 HT/P, Lc/W, A/w, Fr – 0.990 0.988 0.007 
HT/P, Lc/W, A/w Fr 0.921 0.910 0.020 
Lc/W, A/w, Fr HT/P 0.931 0.913 0.019 
HT/P, A/w, FrHT/P, Lc/W, Fr Lc/WA/w 0.964
0.977 
0.958
0.961 
0.016
0.015 
The best SVM modelInput combinationEliminated variableR2DCRMSE
ILW 9 HT/P, α, Lc/W, A/w, w/p, Fr – 0.981 0.954 0.025 
HT/P, α, Lc/W, A/w, w/p Fr 0.915 0.913 0.029 
α, Lc/W, A/w, w/p, Fr HT/P 0.933 0.915 0.029 
HT/P, Lc/W, A/w, w/p, Fr α 0.965 0.960 0.026 
HT/P, α, A/w, w/p, Fr Lc/W 0.950 0.942 0.027 
HT/P, α, Lc/W, A/w, Fr A/w 0.966 0.960 0.026 
HT/P, α, Lc/W, A/w, Fr w/P 0.964 0.958 0.026 
The best SVM modelInput combinationEliminated variableR2DCRMSE
ALW 7 HT/P, Lc/W, α/θ – 0.970 0.967 0.013 
Lc/W, α/θ HT/P 0.651 0.606 0.098 
HT/P, α/θ Lc/W 0.952 0.943 0.016 
HT/P, Lc/W α/θ 0.942 0.929 0.017 
The best SVM modelInput combinationEliminated variableR2DCRMSE
ALWB 7 HT/P, Lc/W, α/θ – 0.960 0.958 0.010 
Lc/W, α/θ HT/P 0.623 0.431 0.107 
HT/P, α/θ Lc/W 0.915 0.913 0.033 
HT/P, Lc/W α/θ 0.831 0.511 0.040 
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