StudySpec_ObservationNoise class final
Describes the noise level of the repeated observations.
"Noisy" means that the repeated observations with the same Trial parameters may lead to different metric evaluations.
Constructors
- StudySpec_ObservationNoise(String value)
-
const
- StudySpec_ObservationNoise.fromJson(Object? json)
-
factory
Properties
- hashCode → int
-
The hash code for this object.
no setterinherited
- isNotDefault → bool
-
no setter
- runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
- value → String
-
finalinherited
Methods
-
noSuchMethod(
Invocation invocation) → dynamic -
Invoked when a nonexistent method or property is accessed.
inherited
-
toJson(
) → Object? -
inherited
-
toString(
) → String -
A string representation of this object.
override
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited
Constants
- $default → const StudySpec_ObservationNoise
- The default value for StudySpec_ObservationNoise.
- high → const StudySpec_ObservationNoise
- Vertex AI will estimate the amount of noise in metric evaluations, it may repeat the same Trial parameters more than once.
- low → const StudySpec_ObservationNoise
- Vertex AI assumes that the objective function is (nearly) perfectly reproducible, and will never repeat the same Trial parameters.
- observationNoiseUnspecified → const StudySpec_ObservationNoise
- The default noise level chosen by Vertex AI.