Table 8 Schilling 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 | 0.907 | 0.706 | 0.683 | 0.661 | 0.941 |
FI-BOTH | 0.922 | 0.774 | 0.623 | 0.668 | 0.949 |
FI-YES | 0.904 | 0.714 | 0.653 | 0.645 | 0.938 |
FI-NO | 0.918 | 0.754 | 0.607 | 0.650 | 0.949 |
CMAR | 0.867 | 0.752 | 0.867 | 0.806 | 0.5 |
CPAR | 0.488 | 0.189 | 0.857 | 0.310 | NA |