Models Model Parameters Values Modified Halsey A 0.041 B 1.311 C 1.584 MRE (%) 1.735 RMSE 5.374 R2 0.970 A 0.815 B -11.499 Modified Henderson C -1.664 MRE (%) 3.667 RMSE 4.182 R2 0.976 A 2.087 B 0.144 Modified Oswin C 3.099 MRE (%) 0.474 RMSE 0.669 R2 0.995

Table 4: Estimated parameters and comparison criteria for modified Halsey, Henderson and Oswin model.