evalml.data_checks.DefaultDataChecks¶

class evalml.data_checks.DefaultDataChecks(data_checks=None)[source]¶

A collection of basic data checks that is used by AutoML by default.

Includes HighlyNullDataCheck, IDColumnsDataCheck, LabelLeakageDataCheck, InvalidTargetDataCheck, and NoVarianceDataCheck.

Methods

`__init__`	A collection of basic data checks.
`validate`	Inspects and validates the input data against data checks and returns a list of warnings and errors if applicable.