S. No. | Various Methodologies | Year | Hidden Layer Neuron Units | Data set1 MSE | Data set2 MSE | Data set3 MSE |
1 | Arai, M Method | 1993 |
| 0.0025 | 0.0026 | 0.0028 |
2 | Jin-Yan Li et al. Method | 1995 |
| 0.0012 | 0.0015 | 0.0018 |
3 | Kanellopoulas, I & Wilkinson, G, G Method | 1997 |
| 9.5408e−04 | 1.1030e−03 | 1.1380e−03 |
4 | Tamura, S & Tateishi, M Method | 1997 |
| 0.0020 | 0.0023 | 0.0025 |
5 | Osamu Fujita Method | 1998 |
| 5.1210e−04 | 5.4209e−04 | 5.8122e−04 |
6 | Zhaozhi Zhang et al. Method | 2003 |
| 6.7128e−04 | 6.8430e−04 | 6.9281e−04 |
7 | Jinchauan Ke & Xinzhe Lie Method | 2008 |
| 7.9870e−04 | 8.0045e−04 | 8.2458e−04 |
8 | Shuxiang Xu & Ling Chen Method | 2008 |
| 0.0013 | 0.0015 | 0.0017 |
9 | Stephen Trenn Approach | 2008 |
| 0.0020 | 0.0024 | 0.0026 |
10 | Katsunari Shibata & Yusuke Ikeda Method | 2009 |
| 3.1075e−04 | 3.4312e−04 | 3.5422e−04 |
11 | David Hunter et al. Method | 2012 |
| 7.8566e−04 | 7.9623e−04 | 8.0146e−04 |
12 | Gnana Sheela, K & S, N, Deepa Method | 2013 |
| 0.0020 | 0.0023 | 0.0025 |
13 | Gue Qian & Hao Yong Method | 2013 |
| 0.0012 | 0.0015 | 0.0018 |
14 | Madhiarasan, M & S, N, Deepa Method | 2016 |
| 5.0210e−04 | 5.4579e−04 | 5.8435e−04 |
15 | Madhiarasan, M & S, N, Deepa Method | 2016 |
| 1.9842e−04 | 2.5013e−04 | 2.8917e−04 |
16 | Proposed Method |
|
| 2.9538e−05 | 3.6592e−05 | 4.2505e−05 |