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.v1beta1.ExplanationMetadata.InputMetadata.FeatureValueDomain
Static Fields
MAX_VALUE_FIELD_NUMBER
public static final int MAX_VALUE_FIELD_NUMBER
Field Value
MIN_VALUE_FIELD_NUMBER
public static final int MIN_VALUE_FIELD_NUMBER
Field Value
ORIGINAL_MEAN_FIELD_NUMBER
public static final int ORIGINAL_MEAN_FIELD_NUMBER
Field Value
ORIGINAL_STDDEV_FIELD_NUMBER
public static final int ORIGINAL_STDDEV_FIELD_NUMBER
Field Value
Static Methods
getDefaultInstance()
public static ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstance()
Returns
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns
newBuilder()
public static ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilder()
Returns
newBuilder(ExplanationMetadata.InputMetadata.FeatureValueDomain prototype)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilder(ExplanationMetadata.InputMetadata.FeatureValueDomain prototype)
Parameter
Returns
parseDelimitedFrom(InputStream input)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseDelimitedFrom(InputStream input)
Parameter
Returns
Exceptions
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
parseFrom(byte[] data)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(byte[] data)
Parameter
Name | Description |
data | byte[]
|
Returns
Exceptions
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
parseFrom(ByteString data)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteString data)
Parameter
Returns
Exceptions
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
parseFrom(CodedInputStream input)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(CodedInputStream input)
Parameter
Returns
Exceptions
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
parseFrom(InputStream input)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(InputStream input)
Parameter
Returns
Exceptions
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
parseFrom(ByteBuffer data)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteBuffer data)
Parameter
Returns
Exceptions
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
parser()
public static Parser<ExplanationMetadata.InputMetadata.FeatureValueDomain> parser()
Returns
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter
Returns
Overrides
getDefaultInstanceForType()
public ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstanceForType()
Returns
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()
Returns
Overrides
getSerializedSize()
public int getSerializedSize()
Returns
Overrides
getUnknownFields()
public final UnknownFieldSet getUnknownFields()
Returns
Overrides
hashCode()
Returns
Overrides
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Overrides
isInitialized()
public final boolean isInitialized()
Returns
Overrides
newBuilderForType()
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilderForType()
Returns
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
Returns
Overrides
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Returns
Overrides
toBuilder()
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder toBuilder()
Returns
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter
Overrides
Exceptions