australian

Benchmarks

Task Name	Dataset Name	SOTA Result
Classification	australian	Accuracy91.4	46
Classification	australian	F1 Score94.7	25
Binary Classification	australian	F1-score89.1	21
Classification	australian	Precision83.28	18
Classification	australian	MMC Score72.04	18
Classification	australian	Recall92.51	18
Classification	australian 25% feature noise	Accuracy (25% noise)90.5	14
Classification	australian 25% label noise (test)	Accuracy87.5	14
Classification	Australian	Average Accuracy87.5	10
Classification	australian 0% noise (test)	Accuracy87.2	7
Classification	australian (0% noise)	F1 Score89.1	7
Classification	australian (test)	Accuracy87.5	7
Classification	australian 25% feature noise	F1 Score94.3	7
Classification	australian 25% label noise	F1 Score94.7	7
Binary Classification	australian 25% label noise	Mean F1 Score88.2	7
Binary classification	australian UCI (test)	Accuracy87.2	7
Classification	australian 25% feature noise (test)	F1 Score88.9	7
Binary Classification	australian 25% feature noise (test)	Accuracy88	7
Binary Classification	australian 0% noise	Accuracy88.1	7
Binary Classification	australian 25% feature noise	F1-score88.6	7
Classification	Australian (5-fold cross-val)	Accuracy0.8609	7
Classification	Australian	Accuracy (Avg)85.02	6
Feature Selection	australian	Number of Features14	6
Classification	Australian (UCI) (test)	NLL0.541	5

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