isolet

Benchmarks

Task Name	Dataset Name	SOTA Result
Dataset Comparison	Isolet (test)	Average Test AUC99.61	42
Binary Classification	ISOLET 2Classes	Accuracy98.97	27
Imbalanced Classification	isolet	F1-Score88.4	25
Classification	ISOLET 5-Class Subset (test)	Accuracy88.78	24
Classification	ISOLET 7-class	Accuracy88.73	24
Classification	ISOLET-6Classes	Accuracy88.24	24
Classification	ISOLET 3-class	Accuracy97.59	24
Classification	ISOLET 8Classes	Accuracy91.39	24
Classification	ISOLET 4-class	Accuracy95.28	24
Classification	ISOLET 9Classes	Accuracy90.49	24
Clustering	Isolet	ARI0.435	19
Relative Density-Ratio Estimation	Isolet	Test Squared Error-0.905	18
Classification	Isolet	Accuracy95.05	11
Intrinsic Dimension Estimation	ISOLET	Dimension Estimate54.22	10
10-Class Classification	ISOLET 10Classes	Accuracy (16D)75.67	9
Clustering	Isolet	Clustering Purity58	9
Clustering	L-ISOLET	AMI79.79	9
Tabular Classification	isolet (test)	Accuracy93.4	9
Classification	ISOLET	Accuracy96.58	8
Clustering	Isolet (UCI)	ARI47.51	8
Clustering	Isolet	ACC61.8	8
Nonstationary backward transfer	Isolet	BWT ARI-0.04	7
Incremental Clustering	Isolet	Avg Inc ARI0.58	7
Regression	Isolet	Coverage (alpha=0.10)90.29	5
Classification	Isolet (test)	Classification Error Rate4.4	5

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