evalml.data_checks.DefaultDataChecks

Inheritance diagram of DefaultDataChecks
class evalml.data_checks.DefaultDataChecks(problem_type)[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.