evalml.data_checks.TargetLeakageDataCheck

class evalml.data_checks.TargetLeakageDataCheck(pct_corr_threshold=0.95, method='mutual')

Check if any of the features are highly correlated with the target by using mutual information or Pearson correlation.

name = 'TargetLeakageDataCheck'

Methods:

__init__	Check if any of the features are highly correlated with the target by using mutual information or Pearson correlation.
validate	Check if any of the features are highly correlated with the target by using mutual information or Pearson correlation.

Class Inheritance

evalml.data_checks.IDColumnsDataCheck.validate evalml.data_checks.TargetLeakageDataCheck.__init__