evalml.data_checks.DataCheck

class evalml.data_checks.DataCheck

Base class for all data checks. Data checks are a set of heuristics used to determine if there are problems with input data.

name = 'DataCheck'

Instance attributes

Methods:

__init__	Initialize self.
validate	Inspects and validates the input data, runs any necessary calculations or algorithms, and returns a list of warnings and errors if applicable.

Class Inheritance

evalml.tuners.RandomSearchTuner.propose evalml.data_checks.DataCheck.__init__