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Pima Diabetes dataset and benchmarks · SOTA2 Research

Research Datasets

Pima Diabetes

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Local surrogate explanation

Pima Diabetes

0KL Divergence

10

Diabetes prediction

Pima Diabetes dataset

75.73Accuracy

9

Pruning Boosted Tree Ensembles

Pima-Diabetes

55.3Pruning Rate

7

Pima Diabetes

40.9False Negative Rate

6

Tabular Classification

Pima Diabetes (full data)

85.71Accuracy

5

Popular tasks

Classification Tabular Classification Diabetes Prediction Local surrogate explanation Pruning Boosted Tree Ensembles

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