Dataset used | Training Performance | Validation Performance | Training Regression coefficient | Validation Regression coefficient | ||||
mapminmax | 26.11 | 20.02 | 0.96 | 0.98 | ||||
mapstd | 24.81 | 26.04 | 0.96 | 0.97 | ||||
Normalized to range (0.01, 0.99) | 0.01 | 0 | 0.96 | 0.97 | ||||
Dataset used | Test Performance | Test Regression coefficient | Stopping Criteria | #Epochs | Best Epoch | |||
mapminmax | 30.33 | 0.96 | Validation | 8 | 2 | |||
mapstd | 29.56 | 0.96 | Validation | 8 | 2 | |||
Normalized to range (0.01, 0.99) | 0 | 0.96 | Validation | 9 | 3 | |||