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Local Surrogate Explanation on Pima Diabetes
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KL Divergence
SLIME
-0.036
0.207
0.45
0.693
Feb 24, 2026
KL Divergence
Weighted Cross-Entropy (WCE)
Weighted MSE
Agreement Score
Updated 22d ago
Evaluation Results
Method
Method
Links
KL Divergence
Weighted Cross-Entropy (WCE)
Weighted MSE
Agreement Score
SLIME
Point index=176
2026.02
0
0.3
0
100
SLIME
Point index=173
2026.02
0
0.66
0.02
98
SLIME
Point index=483
2026.02
0
0.38
0.01
100
SLIME
Point index=64
2026.02
0.01
0.55
0
99
SLIME
Point index=2
2026.02
0.01
0.56
0.03
97
LIME
Point index=173
2026.02
0.02
0.68
0.03
91
LIME
Point index=64
2026.02
0.17
0.7
0.15
34
LIME
Point index=2
2026.02
0.19
0.73
0.19
34
LIME
Point index=176
2026.02
0.51
0.77
0.43
4
LIME
Point index=483
2026.02
0.9
1.2
0.76
0
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