Table 2 Classification models
From: Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study
Model | Parameter | Value |
|---|---|---|
Artificial Neural Network (ANN) (Multilayer Perceptron) | Number of nodes in the hidden layer | From 5 to 20 features |
Support Vector Machine (SVM) | Kernel function | Linear |
Decision tree | Max tree depth | 2, 4, 8, 16 |
Linear regression | Normalize; n_jobs | False; none |
Logistic regression | Criterion; Min_samples_split | Gini; 2 |