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Local Model Interpretation on Iris
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KL Divergence
LIME
-0.056
0.322
0.7
1.078
Feb 24, 2026
KL Divergence
Weighted Cross-Entropy (WCE)
Weighted Prediction MSE (WP-MSE)
Agreement Score
Updated 22d ago
Evaluation Results
Method
Method
Links
KL Divergence
Weighted Cross-Entropy (WCE)
Weighted Prediction MSE (WP-MSE)
Agreement Score
LIME
Point index=12
2026.02
0
0.04
0
100
SLIME
Point index=12, Exampl...
2026.02
0
0.02
0
100
SLIME
Point index=33, Exampl...
2026.02
0
0.02
0
100
SLIME
Point index=119, Examp...
2026.02
0
0.06
0
100
SLIME
Point index=0, Example...
2026.02
0
0
0
100
SLIME
Point index=93, Exampl...
2026.02
0
0.3
0
100
LIME
Point index=93
2026.02
0.05
0.36
0.02
100
LIME
Point index=0
2026.02
0.41
0.41
0.23
100
LIME
Point index=119
2026.02
0.66
0.69
0.48
48
LIME
Point index=33
2026.02
1.4
1.42
1.14
0
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