Association Rule Learning on 5 Small Tabular Datasets Average
1,462Number of RulesFP-Growth
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FP-Growthmin. support threshold=0.12026.02 | 1,462 | 22.9 | 91.7 | 26 | 29.2 | 1 | |
| FP-Growthmin. support threshold=0.22026.02 | 680 | 34.5 | 90.9 | 24.4 | 41.1 | 1 | |
| FP-Growthmin. support threshold=0.32026.02 | 430 | 42.4 | 89.8 | 23.6 | 48.6 | 99.7 | |
| TabICL2026.02 | 378 | 38 | 84.3 | 31.8 | 42.6 | 98.1 | |
| Aerial+2026.02 | 313 | 28.7 | 89.3 | 23.5 | 34.4 | 88.1 | |
| TabDPT2026.02 | 294 | 36.6 | 82.9 | 26.2 | 40.9 | 1 | |
| TabPFNv2.52026.02 | 286 | 38.9 | 86.3 | 30.3 | 43.2 | 98.1 |