Table 2 746 Dataset—without feature selection
From: Utilizing maximal frequent itemsets and social network analysis for HIV data analysis
Methodology | Accuracy | Precision | Recall | F1 | ROC-AUC |
|---|---|---|---|---|---|
OE | 0.869 | 0.871 | 0.910 | 0.883 | 0.956 |
FI-BOTH | 0.869 | 0.904 | 0.860 | 0.869 | 0.956 |
OE + FI-BOTH | 0.863 | 0.888 | 0.870 | 0.869 | 0.955 |
FI-YES | 0.887 | 0.905 | 0.897 | 0.896 | 0.962 |
OE + FI-YES | 0.871 | 0.891 | 0.882 | 0.878 | 0.958 |
FI-NO | 0.873 | 0.904 | 0.877 | 0.880 | 0.949 |
OE + FI-NO | 0.883 | 0.893 | 0.905 | 0.893 | 0.953 |
CMAR | 0.789 | 0.812 | 0.79 | 0.783 | 0.777 |
CPAR | 0.662 | 0.712 | 0.854 | 0.777 | NA |