evalml.problem_types.ProblemTypes

class evalml.problem_types.ProblemTypes(value)[source]

Enum defining the supported types of machine learning problems.

Attributes

BINARY

Binary classification problem.

MULTICLASS

Multiclass classification problem.

REGRESSION

Regression problem.

TIME_SERIES_BINARY

Time series binary classification problem.

TIME_SERIES_MULTICLASS

Time series multiclass classification problem.

TIME_SERIES_REGRESSION

Time series regression problem.