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Benchmarks
Local Explanation Generation on Ames Housing
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0.998
Stability
LR-LIME
0.98968
0.99184
0.994
0.99616
Mar 21, 2026
Stability
Fidelity
Regularity
Updated 26d ago
Evaluation Results
Method
Method
Links
Stability
Fidelity
Regularity
LR-LIME
Surrogate Model=LR
2026.03
0.998
0.865
0.976
DT-LIME
Surrogate Model=DT
2026.03
0.996
0.506
0.903
NDT-LIME
Surrogate Model=NDT
2026.03
0.99
0.713
0.893
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