Table 6: Performance indexes of the PCR and ANN prediction models.

Performance index Accuracy performance (training set) Generalization performance (testing set)   PCR ANN PCR ANN 0.689 0.901 0.772 0.907 RMSE 37.360 21.141 31.673 20.258 MAE 28.524 16.375 24.490 15.899