evalml.data_checks.HighlyNullDataCheck.__init__

HighlyNullDataCheck.__init__(pct_null_threshold=0.95)

Checks if there are any highly-null columns in the input.

Parameters

pct_null_threshold (float) – If the percentage of NaN values in an input feature exceeds this amount, that feature will be considered highly-null. Defaults to 0.95.

evalml.data_checks.HighlyNullDataCheck evalml.data_checks.HighlyNullDataCheck.validate