Utilizing maximal frequent itemsets and social network analysis for HIV data analysis

Table 6 1625 Dataset—without feature selection

Methodology	Accuracy	Precision	Recall	F1	ROC-AUC
OE	0.929	0.885	0.820	0.839	0.980
FI-BOTH	0.926	0.876	0.823	0.836	0.977
FI-BOTH + SUP-1	0.925	0.877	0.817	0.836	0.980
OE + FI-BOTH	0.926	0.872	0.820	0.836	0.979
FI-YES	0.915	0.866	0.777	0.805	0.975
FI-YES + SUP-1	0.924	0.874	0.820	0.834	0.979
OE + FI-YES	0.923	0.874	0.807	0.828	0.980
FI-NO	0.922	0.860	0.820	0.825	0.976
FI-NO + SUP-1	0.930	0.885	0.828	0.844	0.977
OE + FI-NO	0.928	0.875	0.828	0.841	0.979
CMAR	80.9846	0.792	0.81	0.791	0.661
CPAR	0.813	0.674	0.941	0.785	NA

ISSN: 1758-2946