A Decisive Metaheuristic Attribute Selector Enabled Combined Unsupervised-Supervised Model for Chronic Disease Risk Assessment

Table 7

Impact of the MMAS method on different performance metrics.

	Diabetes	Breast cancer	Heart disease	Hepatitis
Without MMAS method
Precision	90.8	89.9	89.9	90.4
Recall	90.2	85.6	87.6	88.1
F-score	90.5	87.7	88.7	89.2
With MMAS method
Precision	95.5	96.3	95.8	96.6
Recall	94.4	94.1	92.7	95.1
F-score	94.9	95.2	94.2	95.8