Association Rule Mining on Tabular Datasets Small
84.47AccuracyTabPFNv2.5
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TabPFNv2.5# Rules=6572026.02 | 84.47 | 82.75 | 83.02 | 84.47 | |
| FP-Growth# Rules=934, Minimum support threshold=0.12026.02 | 83.54 | 81.37 | 82.49 | 83.54 | |
| FP-Growth# Rules=13991, Minimum support threshold=0.012026.02 | 83.28 | 80.58 | 81.16 | 83.28 | |
| FP-Growth# Rules=2066, Minimum support threshold=0.052026.02 | 83.08 | 80.63 | 81.42 | 83.08 | |
| TabICL# Rules=6162026.02 | 82.93 | 81.07 | 81.13 | 82.93 | |
| TabDPT# Rules=6412026.02 | 82.22 | 80.35 | 80.58 | 82.22 | |
| Aerial+# Rules=5792026.02 | 80.69 | 77.35 | 76.51 | 80.69 | |
| FP-Growth# Rules=422, Minimum support threshold=0.22026.02 | 79.95 | 77.08 | 76.86 | 79.95 | |
| FP-Growth# Rules=266, Minimum support threshold=0.32026.02 | 79.72 | 76.45 | 75.84 | 79.72 |