ExplanationMetadata_InputMetadata_FeatureValueDomain class final
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
- ExplanationMetadata_InputMetadata_FeatureValueDomain({double minValue = 0, double maxValue = 0, double originalMean = 0, double originalStddev = 0})
- ExplanationMetadata_InputMetadata_FeatureValueDomain.fromJson(Object? j)
-
factory
Properties
- hashCode → int
-
The hash code for this object.
no setterinherited
- maxValue → double
-
The maximum permissible value for this feature.
final
- minValue → double
-
The minimum permissible value for this feature.
final
- 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.
final
- 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.
final
- qualifiedName → String
-
The fully qualified name of this message, i.e.,
google.protobuf.Durationorgoogle.rpc.ErrorInfo.finalinherited - 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(
) → Object -
toString(
) → String -
A string representation of this object.
override
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited
Constants
- fullyQualifiedName → const String