Smart Home-Based Complex Interwoven Activities for Cognitive Health Assessment

Table 9

Summary of results obtained from different classifiers.

	Accuracy	Training time	Prediction time	AUROC
Decision tree	0.97	0.215 s	0.03 s	0.97
Naive Bayes	0.85	0.263 s	0.012 s	0.99
Support vector	0.85	0.12 s	0.005 s	1.00
Multilayer perceptron	0.99	11.95 s	0.011 s	1.00
Deep neural network	0.99	4.401 s	4.401 s	1.00