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Benchmarks
Credit Default Prediction on Credit Default MNAR 20% (test)
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81.15
Accuracy (%)
AMR
79.33
79.8025
80.275
80.7475
Mar 18, 2025
Accuracy (%)
Time (s)
Imputation Rate (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (%)
Time (s)
Imputation Rate (%)
AMR
Imputation=TCSDI
2025.03
81.15
51
0.01
Almost Minimal Repair
Classifier=SVM, Repair...
2025.03
81.15
1.79
0.01
Baseline
Imputation=TCSDI
2025.03
81.02
-
100
MR
Imputation=KNN
2025.03
80.91
6.13
29.71
Minimal Repair
Classifier=SVM, Repair...
2025.03
80.85
2.09
44.87
AC
Imputation=KNN
2025.03
79.9
14.19
0.486
ActiveClean
Classifier=SVM, Repair...
2025.03
79.4
12.09
0.53
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