Diabetes Mellitus Disease Prediction and Type Classification Involving Predictive Modeling Using Machine Learning Techniques and Classifiers

Table 2

Results after data augmentation.

Classifier	Accuracy	Precision		Recall		F1-score
		0	1	0	1	0	1
GBM	92.9	0.98	0.83	0.92	0.96	0.95	0.89
RF	90.9	0.94	0.84	0.93	0.87	0.93	0.85
LGBM	92.2	0.96	0.84	0.93	0.91	0.94	0.88