problem_types

Enum defining the supported types of machine learning problems.

Module Contents

Classes Summary

ProblemTypes

Enum defining the supported types of machine learning problems.

Contents

class evalml.problem_types.problem_types.ProblemTypes

Enum defining the supported types of machine learning problems.

Attributes

BINARY	Binary classification problem.
MULTICLASS	Multiclass classification problem.
MULTISERIES_TIME_SERIES_REGRESSION	Multiseries time series regression 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.

Methods

all_problem_types	Get a list of all defined problem types.
name	The name of the Enum member.
value	The value of the Enum member.

all_problem_types(cls)

Get a list of all defined problem types.

Returns

List of all defined problem types.

Return type

list(ProblemTypes)

name(self)

The name of the Enum member.

value(self)

The value of the Enum member.