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

Table 3

Comparison of 3 classifiers.

Dataset	LGBM	RF	GBM
Pima without preprocessing	89.5	89.5	84.5
DMS without preprocessing	93.92	95.27	87.84
Pima with augmentation and preprocessing	92.5	92	91.5
DMS with augmentation and preprocessing	98.99	96.6	97.64