Diabetes Mellitus Disease Prediction Using Machine Learning Classifiers with Oversampling and Feature Augmentation

Table 2

Comparison of all classifiers.

Dataset	Algorithm	Accuracy (%)
Pima Indians dataset	LR	75.20
	XGB	83.30
	GBM	94.10
	DT	94.40
	ET	94.60
	RF	94.80
	LGBM	95.20