GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain class
Domain details of the input feature value.
Provides numeric information about the feature, such as its range (min, max). If the feature has been pre-processed, for example with z-scoring, then it provides information about how to recover the original feature. For example, if the input feature is an image and it has been pre-processed to obtain 0-mean and stddev = 1 values, then original_mean, and original_stddev refer to the mean and stddev of the original feature (e.g. image tensor) from which input feature (with mean = 0 and stddev = 1) was obtained.
Constructors
- GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain({double? maxValue, double? minValue, double? originalMean, double? originalStddev})
- GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain.fromJson(Map json_)
Properties
- hashCode → int
-
The hash code for this object.
no setterinherited
- maxValue ↔ double?
-
The maximum permissible value for this feature.
getter/setter pair
- minValue ↔ double?
-
The minimum permissible value for this feature.
getter/setter pair
- originalMean ↔ double?
-
If this input feature has been normalized to a mean value of 0, the
original_mean specifies the mean value of the domain prior to
normalization.
getter/setter pair
- originalStddev ↔ double?
-
If this input feature has been normalized to a standard deviation of 1.0,
the original_stddev specifies the standard deviation of the domain prior
to normalization.
getter/setter pair
- runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
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