evalml.objectives.MCCBinary¶

class
evalml.objectives.
MCCBinary
[source]¶ Matthews correlation coefficient for binary classification.
Methods
Calculate the percent difference between scores.
Apply a learned threshold to predicted probabilities to get predicted classes.
Computes the relative value of the provided predictions compared to the actual labels, according a specified metric
Learn a binary classification threshold which optimizes the current objective.
Returns a numerical score indicating performance based on the differences between the predicted and actual values.
Validates the input based on a few simple checks.