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Benchmarks
Classification on Heart Disease 25% held-out (test)
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0.6
Accuracy
GAIN
0.5272
0.5461
0.565
0.5839
Dec 5, 2025
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
GAIN
Downstream Classifier=MLP
2025.12
0.6
IMPUGAN
Downstream Classifier=MLP
2025.12
0.6
GM
Downstream Classifier=RF
2025.12
0.57
FV
Downstream Classifier=MLP
2025.12
0.57
IMPUGAN
Downstream Classifier=SVM
2025.12
0.57
GM
Downstream Classifier=SVM
2025.12
0.56
GM
Downstream Classifier=MLP
2025.12
0.56
FV
Downstream Classifier=RF
2025.12
0.56
GAIN
Downstream Classifier=SVM
2025.12
0.56
IMPUGAN
Downstream Classifier=RF
2025.12
0.56
FV
Downstream Classifier=SVM
2025.12
0.53
GAIN
Downstream Classifier=RF
2025.12
0.53
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