evalml.data_checks.TargetLeakageDataCheck.__init__

TargetLeakageDataCheck.__init__(pct_corr_threshold=0.95)

Check if any of the features are highly correlated with the target.

Currently only supports binary and numeric targets and features.

Parameters

pct_corr_threshold (float) – The correlation threshold to be considered leakage. Defaults to 0.95.

evalml.data_checks.TargetLeakageDataCheck evalml.data_checks.TargetLeakageDataCheck.validate