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Benchmarks
Association Rule Learning on 5 Small Tabular Datasets Average
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1,462
Number of Rules
FP-Growth
238.96
556.48
874
1,191.52
Feb 16, 2026
Number of Rules
Support
Confidence
Zhang's Metric
Interestingness
Coverage
Updated 4d ago
Evaluation Results
Method
Method
Links
Number of Rules
Support
Confidence
Zhang's Metric
Interestingness
Coverage
FP-Growth
min. support threshold...
2026.02
1,462
22.9
91.7
26
29.2
1
FP-Growth
min. support threshold...
2026.02
680
34.5
90.9
24.4
41.1
1
FP-Growth
min. support threshold...
2026.02
430
42.4
89.8
23.6
48.6
99.7
TabICL
2026.02
378
38
84.3
31.8
42.6
98.1
Aerial+
2026.02
313
28.7
89.3
23.5
34.4
88.1
TabDPT
2026.02
294
36.6
82.9
26.2
40.9
1
TabPFNv2.5
2026.02
286
38.9
86.3
30.3
43.2
98.1
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