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Explanation Generation on SENECA-RC synthetic
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0.1
Per-instance Explanation Time (s)
SHAP
-1.024
6.563
14.15
21.737
Apr 29, 2025
Per-instance Explanation Time (s)
Training Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Per-instance Explanation Time (s)
Training Time (s)
SHAP
t + u=4 + 0
2025.04
0.1
-
SHAP
t + u=8 + 0
2025.04
0.5
-
LIME
t + u=4 + 0
2025.04
3
-
ILL-LR
t + u=4 + 0
2025.04
4.4
13
ILL-LR
t + u=16 + 0
2025.04
4.5
8.5
ILL-LR
t + u=16 + 48
2025.04
4.7
8.2
ILL-LR
t + u=8 + 0
2025.04
5.3
12.2
ILL-LR
t + u=16 + 16
2025.04
6.6
15.1
LIME
t + u=8 + 0
2025.04
8.3
-
SHAP
t + u=16 + 0
2025.04
20.9
-
SHAP
t + u=16 + 16
2025.04
22.2
-
SHAP
t + u=16 + 48
2025.04
25.7
-
LIME
t + u=16 + 0
2025.04
26.9
-
LIME
t + u=16 + 16
2025.04
27.1
-
LIME
t + u=16 + 48
2025.04
28.2
-
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