Table 3 Specification of the hyperparameter for the machine learning models.

From: A novel RFE-GRU model for diabetes classification using PIMA Indian dataset

Models

Parameters

LR

Penalty = l2, fit_intercept = true

RF

N_estimators = 100

HGB

Learning_rate = 0.01

KNN

N_neighbors = 5, distance = Euclidean

NB

Alpha = 0.5, fit_prior = true