Table 1.
ANN Performance Comparison Analysis with some Traditional Statistical Analysis
MSE | R-Squared | significance | ||
---|---|---|---|---|
Regression Analysis | Linear | 6.59e+05 | 0.8146 | < 0.0001 |
Exponential | 2.87e+05 | 0.9646 | < 0.0001 | |
Polynomial | 1.44e+05 | 0.9912 | < 0.0001 | |
Moving Average | Linear | 2.36e+09 | 0.9990 | < 0.0001 |
Exponential | 0.024238 | 0.9957 | < 0.0001 | |
Polynomial | 1.87e+08 | 0.9999 | < 0.0001 | |
EEMD-ANN | Training | 6.42E-06 | 0.99997 | < 0.0001 |
Validation | 8.72E-05 | 0.99981 | < 0.0001 | |
Testing | 3.76E-05 | 0.99982 | < 0.0001 |