evalml.data_checks.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, TargetLeakageDataCheck, InvalidTargetDataCheck, ClassImbalanceDataCheck, 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.

Class Inheritance¶

Inheritance diagram of DefaultDataChecks

evalml.data_checks.DataChecks.validate evalml.data_checks.DefaultDataChecks.__init__