From: Machine learning with asymmetric abstention for biomedical decision-making
Name | Abstention | MCC | Rejected | Interval |
---|---|---|---|---|
wdbc | None | 0.93 | – | – |
wdbc | Symmetric | 0.952 | <Â 5% | [0.43, 0.57] |
wdbc | Asymmetric | 0.952 | <Â 5% | [0.427, 0.467] |
pc | None | 0.438 | – | – |
pc | Symmetric | 0.558 | <Â 10% | [0.44, 0.56] |
pc | Asymmetric | 0.558 | <Â 10% | [0.439, 0.539] |
ctg | None | 0.955 | – | – |
ctg | Symmetric | 0.977 | <Â 5% | [0.36, 0.64] |
ctg | Asymmetric | 0.955 | <Â 1% | [0.354, 0.414] |