problem_types¶
Enum defining the supported types of machine learning problems.
Module Contents¶
Classes Summary¶
Enum defining the supported types of machine learning problems. |
Contents¶
-
class
evalml.problem_types.problem_types.
ProblemTypes
[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.
Methods
Get a list of all defined problem types.
The name of the Enum member.
The value of the Enum member.
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all_problem_types
(cls)¶ Get a list of all defined problem types.
- Returns
List of all defined problem types.
- Return type
list(ProblemTypes)
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name
(self)¶ The name of the Enum member.
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value
(self)¶ The value of the Enum member.
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