Table 4 Comparison of the proposed method with the counterpart method.
Sl. No. | Methodologies | Neurons | MSE | Regression (R) | Computational time (seconds) | ||
|---|---|---|---|---|---|---|---|
1. | MLP | 10 | 3217.746 | 0.57725 | 25.2 | ||
2. | Auto Regression | NA | 3377.397 | 0.88963 | 23.5 | ||
3. | Auto Regression with Moving Average | NA | 2958.685 | 0.91963 | 21.4 | ||
4. | NAR-ANN | 10 | 2726.883 | 0.9818 | 18.6 | ||
