evalml.objectives.ROC

class evalml.objectives.ROC(verbose=False)[source]

Receiver Operating Characteristic score for binary classification.

Methods

__init__

Initialize self.

fit

Learn the objective function based on the predictions from a model.

predict

Apply the learned objective function to the output of a model.

score

Calculate score from applying fitted objective to predicted values

supports_problem_type

Checks if objective supports given ProblemType