Training set Test Set Validation set Total
  RMSE R2 F-test RMSE R2 F-test RMSE R2 F-test Q2(LOO)
MLR 2.19 0.98 8525.60 2.34 0.97 372.60 4.06 0.94 256. 77 0.95
ANN 1.17 0.99 6447.50 1.90 0.98 760.86 3.15 0.97 115.03 0.97
Table 4: Comparison of the statistics for the MLR ANN models.