Association Rule Mining on Larger Tabular Datasets
88.13AccuracyFP-Growth
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FP-Growth# Rules=44424, Minimum support threshold=0.052026.02 | 88.13 | 86.61 | 86.34 | 88.13 | |
| FP-Growth# Rules=14882, Minimum support threshold=0.22026.02 | 88.1 | 87.3 | 87.3 | 88.1 | |
| FP-Growth# Rules=59603, Minimum support threshold=0.012026.02 | 88.04 | 86.6 | 86.41 | 88.04 | |
| FP-Growth# Rules=19588, Minimum support threshold=0.12026.02 | 87.87 | 86.5 | 86.33 | 87.87 | |
| Aerial+# Rules=90952026.02 | 87.63 | 86.2 | 86.41 | 87.63 | |
| TabPFNv2.5# Rules=87192026.02 | 86.53 | 85.74 | 86.15 | 86.53 | |
| TabICL# Rules=81002026.02 | 86.51 | 85.77 | 86.16 | 86.51 | |
| TabDPT# Rules=43412026.02 | 85.37 | 84.67 | 85.22 | 85.37 | |
| FP-Growth# Rules=13454, Minimum support threshold=0.32026.02 | 84.9 | 84.36 | 84.53 | 84.9 |