The role in GLM and ANN model and result of predictor importance
Variables | Role in model | Predictor importance in GLM | Predictor importance in ANN |
Specialist | Input | 0.71 | 0.44 |
Clinical department | Input | 0.26 | 0.43 |
Age | Input | 0.02 | 0.07 |
Title of the specialist | Input | 0.02 | 0.04 |
Gender | Input | 0.00 | 0.02 |
Assessment result (yes or no) | Target | / | / |
ANN, artificial neural network ; GLM, generalised linear model.