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Benchmarks
Credit Default Prediction on Credit Default MNAR 40% (test)
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2.2
Inference Time (s)
Minimal Repair
1.859
4.16075
6.4625
8.76425
Mar 18, 2025
Inference Time (s)
Accuracy
Imputation Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Inference Time (s)
Accuracy
Imputation Rate
Minimal Repair
Classifier=SVM, Repair...
2025.03
2.2
80.83
45
Almost Minimal Repair
Classifier=SVM, Repair...
2025.03
3.27
81.05
0.02
ActiveClean
Classifier=SVM, Repair...
2025.03
9.32
80.98
0.29
AMR
Imputation=MICE
2025.03
9.6
81.05
1
AC
Imputation=MICE
2025.03
10.725
80.92
32.7
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