An IoMT-Enabled Smart Healthcare Model to Monitor Elderly People Using Machine Learning Technique

Table 4

Effectiveness comparison of precision, recall, fscore, and accuracy of different ML-based IoMT-enabled SHC models.

	Accuracy	Sensitivity (TPR)	Specificity (TNR)	Miss rate (FNR)	Fallout (FPR)	LR+	LR−	PPV (precision)	NPV
ANN	0.936	0.934	0.937	0.064	0.062	15.064	0.068	0.924	0.946
SVM	0.89233	0.89213	0.90113	0.08523	0.07423	9.3443	0.09143	0.65432	0.90501
KNN	0.84828	0.84765	0.8513	0.08012	0.06923	8.2311	0.87213	0.84612	0.84621
Decision tree	0.83886	0.83776	0.8432	0.07933	0.06831	8.1432	0.85231	0.83531	0.83632