Table 14 Classifier model hyperparameters.
From: A machine learning pipeline to classify foetal heart rate deceleration with optimal feature set
Classifier | Hyperparameter | Values |
|---|---|---|
Random Forest | Batch size | 100 |
Bag size | 100 | |
Iterations | 100 | |
Seed | 1 | |
MLP | Batch size | 100 |
Hidden layers | 2 | |
Learning rate | 0.4 | |
Naïve Bayes | Batch size | 100 |
Simple Logistics | Batch size | 100 |
Heuristic stop | 50 | |
Max boosting iteration | 400 |
