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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