evalml.objectives.LeadScoring

class evalml.objectives.LeadScoring(true_positives=1, false_positives=-1)

Lead scoring.

Methods

__init__	Create instance.
decision_function	Apply a learned threshold to predicted probabilities to get predicted classes.
objective_function	Calculate the profit per lead.
optimize_threshold	Learn a binary classification threshold which optimizes the current objective.
score	Returns a numerical score indicating performance based on the differences between the predicted and actual values.
validate_inputs	Validates the input based on a few simple checks.