Spambase

Benchmarks

Task Name	Dataset Name	SOTA Result
Class Prior Estimation	Spambase	Estimation Error0.014	36
LF Mislabeling Identification	Spambase	AP92.7	32
Classification	spambase	Accuracy95	28
End model evaluation	Spambase	Test Loss0.258	22
Outlier Detection	SpamBase ADBench	AUROC66.2	17
Outlier Detection	SpamBase (Group I)	AUROC66.2	14
Model Compression	spambase	Performance Score95.1	13
Model Compression	spambase	Accuracy / R2 Score95	13
RF compression	spambase	Performance94.9	13
Classification	Spambase (test)	Test Loss0.283	13
Outlier Detection	SpamBase	AUC0.9021	11
Outlier Detection	SpamBase	AP86.31	11
Anomaly Detection	SpamBase	AUPRC89.24	10
Anomaly Detection	SpamBase Out-of-Domain	F1 Score81.8	10
Spam Classification	Spambase 0% missingness (test)	AUC98.73	10
Hierarchical Clustering	Spambase	Dasgupta's Cost34,261,369.825	10
Hierarchical Clustering	Spambase	DP75.5	10
Classification	spambase (UCI)	Accuracy91.1	9
Classification	Spambase	F1 Score93.92	9
CASH	spambase (test)	Test Error0.0591	9
Private Decision Tree Evaluation	spambase	Online Running Time31.2	8
Pruning Boosted Tree Ensembles	Spambase	Pruning Rate48.7	7
Classification	Spambase (5-fold cross-val)	Accuracy92.23	7
Abductive Explanation Generation	Spambase (test)	Average Execution Time (ms)2.92	6
Mixture Proportion Estimation	UCI spambase (test)	Absolute Error0.006	6

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