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Training results for the multilayer perceptron (MLP) artificial neural network (ANN) by data subset.
| Data Subset | Number of Cases in Set | Mean Square Error (MSE) | Regression (R) |
|---|---|---|---|
| Training set (70%) | 4187 | 1.5059 × 10−5 | 0.99886 |
| Validation set (15%) | 897 | 1.5775 × 10−5 | 0.99880 |
| Testing set (15%) | 897 | 1.4976 × 10−5 | 0.99878 |
