Association Rule Learning on 5 Larger Tabular Datasets Average
35,376# RulesFP-Growth
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FP-Growthmin. support threshold=0.12026.02 | 35,376 | 35.6 | 91.6 | 24.4 | 41.6 | 1 | |
| FP-Growthmin. support threshold=0.22026.02 | 29,211 | 43.5 | 91.4 | 25.2 | 50.4 | 99.6 | |
| FP-Growthmin. support threshold=0.32026.02 | 26,538 | 51 | 91.1 | 25.9 | 58 | 98.8 | |
| TabPFNv2.52026.02 | 12,238 | 48.8 | 86.6 | 34.3 | 55.8 | 99 | |
| TabICL2026.02 | 11,069 | 50.5 | 88.5 | 38.9 | 58.4 | 98.2 | |
| Aerial+2026.02 | 7,214 | 50.9 | 93.6 | 22 | 57.5 | 97.6 | |
| TabDPT2026.02 | 5,177 | 45.8 | 85 | 36.4 | 52.9 | 98.3 |