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Class ExplanationMetadata.InputMetadata.FeatureValueDomain (3.52.0)
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Version 3.52.0 keyboard_arrow_down
public static final class ExplanationMetadata . InputMetadata . FeatureValueDomain extends GeneratedMessageV3 implements ExplanationMetadata . InputMetadata . FeatureValueDomainOrBuilder
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.
Protobuf type
google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.FeatureValueDomain
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
Static Fields
MAX_VALUE_FIELD_NUMBER
public static final int MAX_VALUE_FIELD_NUMBER
Field Value
Type Description
int
MIN_VALUE_FIELD_NUMBER
public static final int MIN_VALUE_FIELD_NUMBER
Field Value
Type Description
int
ORIGINAL_MEAN_FIELD_NUMBER
public static final int ORIGINAL_MEAN_FIELD_NUMBER
Field Value
Type Description
int
ORIGINAL_STDDEV_FIELD_NUMBER
public static final int ORIGINAL_STDDEV_FIELD_NUMBER
Field Value
Type Description
int
Static Methods
getDefaultInstance()
public static ExplanationMetadata . InputMetadata . FeatureValueDomain getDefaultInstance ()
getDescriptor()
public static final Descriptors . Descriptor getDescriptor ()
newBuilder()
public static ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder newBuilder ()
newBuilder(ExplanationMetadata.InputMetadata.FeatureValueDomain prototype)
public static ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder newBuilder ( ExplanationMetadata . InputMetadata . FeatureValueDomain prototype )
parseDelimitedFrom(InputStream input)
public static ExplanationMetadata . InputMetadata . FeatureValueDomain parseDelimitedFrom ( InputStream input )
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata . InputMetadata . FeatureValueDomain parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
parseFrom(byte[] data)
public static ExplanationMetadata . InputMetadata . FeatureValueDomain parseFrom ( byte [] data )
Parameter
Name Description
databyte []
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata . InputMetadata . FeatureValueDomain parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
parseFrom(ByteString data)
public static ExplanationMetadata . InputMetadata . FeatureValueDomain parseFrom ( ByteString data )
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata . InputMetadata . FeatureValueDomain parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
parseFrom(CodedInputStream input)
public static ExplanationMetadata . InputMetadata . FeatureValueDomain parseFrom ( CodedInputStream input )
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata . InputMetadata . FeatureValueDomain parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
parseFrom(InputStream input)
public static ExplanationMetadata . InputMetadata . FeatureValueDomain parseFrom ( InputStream input )
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata . InputMetadata . FeatureValueDomain parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
parseFrom(ByteBuffer data)
public static ExplanationMetadata . InputMetadata . FeatureValueDomain parseFrom ( ByteBuffer data )
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata . InputMetadata . FeatureValueDomain parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
parser()
public static Parser<ExplanationMetadata . InputMetadata . FeatureValueDomain > parser ()
Methods
equals(Object obj)
public boolean equals ( Object obj )
Parameter
Name Description
objObject
Overrides
getDefaultInstanceForType()
public ExplanationMetadata . InputMetadata . FeatureValueDomain getDefaultInstanceForType ()
getMaxValue()
public float getMaxValue ()
The maximum permissible value for this feature.
float max_value = 2;
Returns
Type Description
float The maxValue.
getMinValue()
public float getMinValue ()
The minimum permissible value for this feature.
float min_value = 1;
Returns
Type Description
float The minValue.
getOriginalMean()
public float getOriginalMean ()
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.
float original_mean = 3;
Returns
Type Description
float The originalMean.
getOriginalStddev()
public float getOriginalStddev ()
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.
float original_stddev = 4;
Returns
Type Description
float The originalStddev.
getParserForType()
public Parser<ExplanationMetadata . InputMetadata . FeatureValueDomain > getParserForType ()
Overrides
getSerializedSize()
public int getSerializedSize ()
Returns
Type Description
int
Overrides
hashCode()
Returns
Type Description
int
Overrides
internalGetFieldAccessorTable()
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
isInitialized()
public final boolean isInitialized ()
Overrides
newBuilderForType()
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder newBuilderForType ()
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
Overrides
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
Returns
Type Description
Object
Overrides
toBuilder()
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder toBuilder ()
writeTo(CodedOutputStream output)
public void writeTo ( CodedOutputStream output )
Overrides
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Last updated 2025-01-27 UTC.
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