WDBC

Benchmarks

Task Name	Dataset Name	SOTA Result
Clustering	Wdbc	ARI1	17
Outlier Detection	WDBC ADBench	AUROC99.1	17
Outlier Detection	WDBC (Group I)	AUROC98.43	14
Cluster Validation	WDBC	PWRS97.8	10
Anomaly Detection	WDBC In-Domain	F1 Score96	10
Classification	WDBC	Accuracy98.25	8
Binary classification	WDBC	Mean F1 Score95.9652	8
Clustering	WDBC	Runtime (seconds)0.01	6
Anomaly Detection	WDBC	FDR0	6
Feature Selection	wdbc	Number of Features5	6
Hierarchical Clustering	WDBC	Dendrogram Purity92	6
Classification	WDBC	Average running time (s)0.008	6
Classification	WDBC 20% MNAR (test)	Accuracy93.12	5
Classification	WDBC MAR imputed (test)	Accuracy (Test)0.9354	5
Classification	WDBC MCAR Imputed (test)	Accuracy (Test)94.15	5
Counterfactual Explanation Generation	wdbc	Validity100	4
Outlier Explanation	wdbc	Average Run Time (s)0.005	4

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