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Papers Benchmarks Datasets Tasks

heart-statlog dataset and benchmarks · SOTA2 Research

Research Datasets

heart-statlog

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Counterfactual Explanation Generation

heart-statlog

1Validity

20

Counterfactual Explanation Diversity

heart-statlog

7.7Diversity

14

D2 heart-statlog MCAR 15% (20% test)

85.19Accuracy

8

Counterfactual Explanation Generation

heart-statlog

1.22Avg Euclidean Distance

7

Counterfactual Explanation

heart-statlog

4.3Proximity Score

7

heart-statlog

83.2Accuracy

5

Outlier Explanation

heart-statlog

0.002Average Runtime (s)

4

Heart Statlog

0.447ARI (Adjusted Rand Index)

1

Popular tasks

Classification Counterfactual Explanation Generation Clustering Outlier Explanation Counterfactual Explanation

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