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Benchmarks
Association Rule Learning on 5 Larger Tabular Datasets Average
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35,376
# Rules
FP-Growth
3,969.04
12,122.77
20,276.5
28,430.23
Feb 16, 2026
# Rules
Support
Confidence
Zhang's Metric
Interestingness
Coverage
Updated 4d ago
Evaluation Results
Method
Method
Links
# Rules
Support
Confidence
Zhang's Metric
Interestingness
Coverage
FP-Growth
min. support threshold...
2026.02
35,376
35.6
91.6
24.4
41.6
1
FP-Growth
min. support threshold...
2026.02
29,211
43.5
91.4
25.2
50.4
99.6
FP-Growth
min. support threshold...
2026.02
26,538
51
91.1
25.9
58
98.8
TabPFNv2.5
2026.02
12,238
48.8
86.6
34.3
55.8
99
TabICL
2026.02
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
TabDPT
2026.02
5,177
45.8
85
36.4
52.9
98.3
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