HyperParameterSpecification class
Defines a hyperparameter to be used by an algorithm.
Constructors
- HyperParameterSpecification({required String name, required ParameterType type, String? defaultValue, String? description, bool? isRequired, bool? isTunable, ParameterRange? range})
-
HyperParameterSpecification.fromJson(Map<
String, dynamic> json) -
factory
Properties
- defaultValue → String?
-
The default value for this hyperparameter. If a default value is specified,
a hyperparameter cannot be required.
final
- description → String?
-
A brief description of the hyperparameter.
final
- hashCode → int
-
The hash code for this object.
no setterinherited
- isRequired → bool?
-
Indicates whether this hyperparameter is required.
final
- isTunable → bool?
-
Indicates whether this hyperparameter is tunable in a hyperparameter tuning
job.
final
- name → String
-
The name of this hyperparameter. The name must be unique.
final
- range → ParameterRange?
-
The allowed range for this hyperparameter.
final
- runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
- type → ParameterType
-
The type of this hyperparameter. The valid types are
Integer,Continuous,Categorical, andFreeText.final
Methods
-
noSuchMethod(
Invocation invocation) → dynamic -
Invoked when a nonexistent method or property is accessed.
inherited
-
toJson(
) → Map< String, dynamic> -
toString(
) → String -
A string representation of this object.
inherited
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited