Table 5: Performance analysis of various approaches in existing and proposed models.

S. no.Various methodsYearNumber of hidden neuronsMSE

1 Li et al. method [7]1995 0.0399
2 Tamura and Tateishi method [9]1997 0.217
3 Fujita method [10]1998 0.0723
4 Zhang et al. method [14]2003 0.217
5 Jinchuan and Xinzhe method [3]2008 0.0299
6 Xu and Chen method [19]2008 0.0727
7 Shibata and Ikeda method [20]2009 0.1812
8 Hunter et al. method [2]2012 0.0727
9Proposed approach 0.018