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Benchmarks
Classification on Vehicle (test)
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12.4
Test Error (%)
MLP
11.812
15.781
19.75
23.719
Apr 5, 2026
Test Error (%)
Accuracy
Updated 21d ago
Evaluation Results
Method
Method
Links
Test Error (%)
Accuracy
MLP
N=846, Feat=18, Cls=4
2026.04
12.4
-
SVM
N=846, Feat=18, Cls=4
2026.04
14.1
-
ArrowFlow
N=846, Feat=18, Cls=4,...
2026.04
17.4
-
XGB
N=846, Feat=18, Cls=4
2026.04
21.8
-
RF
N=846, Feat=18, Cls=4
2026.04
27.1
-
KNN
N=846, Feat=18, Cls=4
2026.04
27.1
-
FAMeX
Feature Subset=Top 30%...
2026.05
-
43.56
PFI
Feature Subset=Top 30%...
2026.05
-
40.69
SHAP
Feature Subset=Top 30%...
2026.05
-
41.07
FAMeX
Feature Subset=Bottom...
2026.05
-
42.7
PFI
Feature Subset=Bottom...
2026.05
-
37.2
SHAP
Feature Subset=Bottom...
2026.05
-
36.77
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