Table 9: ANN topology settings for different hybrid LR-ANN and MARS-ANN models.

Correlation Shift value Type of mean shiftsANN topology for LR-ANNANN topology for MARS-ANN

0.10.5(1, 0, …, 0){8-8-1}{8-9-1}
(1, 0, 1, 0, …, 0){8-8-1}{8-7-1}
(1, 0, 1, 0, 1, 0, …, 0){8-8-1}{8-10-1}
1.0(1, 0, …, 0){11-13-1}{5-5-1}
(1, 0, 1, 0, …, 0){11-12-1}{5-6-1}
(1, 0, 1, 0, 1, 0, …, 0){11-12-1}{5-7-1}

0.50.5(1, 0, …, 0){10-10-1}{10-10-1}
(1, 0, 1, 0, …, 0){10-10-1}{10-10-1}
(1, 0, 1, 0, 1, 0, …, 0){10-10-1}{10-10-1}
1.0(1, 0, …, 0){9-9-1}{8-9-1}
(1, 0, 1, 0, …, 0){9-7-1}{8-8-1}
(1, 0, 1, 0, 1, 0, …, 0){9-11-1}{8-9-1}

0.90.5(1, 0, …, 0){8-9-1}{10-9-1}
(1, 0, 1, 0, …, 0){8-10-1}{10-10-1}
(1, 0, 1, 0, 1, 0, …, 0){8-9-1}{10-11-1}
1.0(1, 0, …, 0){2-2-1}{8-6-1}
(1, 0, 1, 0, …, 0){2-2-1}{8-8-1}
(1, 0, 1, 0, 1, 0, …, 0){2-2-1}{8-7-1}