Application of Data Mining Algorithms for Dementia in People with HIV/AIDS

Table 2

Analysis of machine learning algorithms against the variation of HIV-associated dementia data.

Total features: 104	Logistic regression	Decision tree	Neural network	KNN	Random forest
No PCA
Accuracy	0.7805	0.7317	0.5732	0.6098	0.8293
Precision	0.7377	0.7451	0.5732	0.6415	0.7797
Recall	0.9574	0.8085	1.0	0.7234	0.9787