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Benchmarks
Credit Default Prediction on Credit Default MNAR 60% (test)
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81.04
Accuracy (%)
AMR
80.5408
80.6704
80.8
80.9296
Mar 18, 2025
Accuracy (%)
Time (s)
Imputation Rate (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (%)
Time (s)
Imputation Rate (%)
AMR
Imputation=KNN
2025.03
81.04
14.53
0.08
Almost Minimal Repair
Classifier=SVM, Repair...
2025.03
81.04
5.31
0.08
Baseline
Imputation=MICE
2025.03
81.02
-
100
ActiveClean
Classifier=SVM, Repair...
2025.03
80.96
4.78
0.26
Minimal Repair
Classifier=SVM, Repair...
2025.03
80.73
5.91
44.91
AC
Imputation=KNN
2025.03
80.56
4.45
0.213
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