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