Translational Medicine Communications

Table 2 Performance of the classifiers for cases and control

From: Predictive model and feature importance for early detection of type II diabetes mellitus

	With all Features
Classifiers	Measures	T2DM	Non-T2DM	Weighted avg	Accuracy
NB	Precision	0.93	0.81	0.87	87%
	Recall	0.82	0.93	0.87
	F1- score	0.87	0.86	0.87
SVM	Precision	0.97	0.75	0.97	84%
	Recall	0.73	0.98	0.73
	F1- score	0.84	0.85	0.84
KNN	Precision	0.90	0.77	0.84
	Recall	0.78	0.90	0.84	83%
	F1- score	0.84	0.83	0.83
DT	Precision	0.80	0.78	0.79
	Recall	0.82	0.76	0.79	81%
	F1- score	0.81	0.77	0.79

Where NB-Naïve-Bayes, SVM -support vector machine, KNN- K-nearest neighbor and DT- Decision tree

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ISSN: 2396-832X

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