chemicalchecker.tool.targetmate.nonconformist.nc.ClassificationErrFunc
- class ClassificationErrFunc[source]
Bases:
objectBase class for classification model error functions.
Methods
Apply the nonconformity function.
- abstract apply(prediction, y)[source]
Apply the nonconformity function.
Parameters
- predictionnumpy array of shape [n_samples, n_classes]
Class probability estimates for each sample.
- ynumpy array of shape [n_samples]
True output labels of each sample.
Returns
- ncnumpy array of shape [n_samples]
Nonconformity scores of the samples.