Table 6 MSE and R2 values recorded for sub-neural networks and primary neural networks.
Missing input | Section | Network | R2 | MSE |
|---|---|---|---|---|
P | Section 1 | Sub neural network | 0.99995 | 0.00083 |
Primary neural network | 0.996 | 0.00659 | ||
Section 2 | Sub neural network | 0.99997 | 0.00236 | |
Primary neural network | 0.9987 | 0.00456 | ||
Section 3 | Sub neural network | 0.97513 | 0.000626 | |
Primary neural network | 0.99363 | 0.00756 | ||
Section 4 | Sub neural network | 0.9880 | 0.00963 | |
Primary neural network | 0.96867 | 0.0387 | ||
P and WT | Section 1 | Sub neural network | 0.99999 | 0.000389 |
Primary neural network | 0.97499 | 0.02687 | ||
Section 2 | Sub neural network | 0.99997 | 0.000408 | |
Primary neural network | 0.97317 | 0.04897 | ||
Section 3 | Sub neural network | 0.99987 | 0.000262 | |
Primary neural network | 0.97372 | 0.0687 | ||
Section 4 | Sub neural network | 0.99795 | 0.007366 | |
Primary neural network | 0.97985 | 0.08657 | ||
P, WT and NWT | Section 1 | Sub neural network | 0.9997 | 0.000642 |
Primary neural network | 0.9937 | 0.00468 | ||
Section 2 | Sub neural network | 0.99714 | 0.0005987 | |
Primary neural network | 0.98593 | 0.02654 | ||
Section 3 | Sub neural network | 0.9998 | 0.000692 | |
Primary neural network | 0.98695 | 0.06587 | ||
Section 4 | Sub neural network | 0.99972 | 0.00714 | |
Primary neural network | 0.98182 | 0.06245 |
