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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
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ExplanationMetadata.InputMetadata.FeatureValueDomainStatic Fields
MAX_VALUE_FIELD_NUMBER
public static final int MAX_VALUE_FIELD_NUMBER
Type | Description |
int |
MIN_VALUE_FIELD_NUMBER
public static final int MIN_VALUE_FIELD_NUMBER
Type | Description |
int |
ORIGINAL_MEAN_FIELD_NUMBER
public static final int ORIGINAL_MEAN_FIELD_NUMBER
Type | Description |
int |
ORIGINAL_STDDEV_FIELD_NUMBER
public static final int ORIGINAL_STDDEV_FIELD_NUMBER
Type | Description |
int |
Static Methods
getDefaultInstance()
public static ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstance()
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Type | Description |
Descriptor |
newBuilder()
public static ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilder()
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
newBuilder(ExplanationMetadata.InputMetadata.FeatureValueDomain prototype)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilder(ExplanationMetadata.InputMetadata.FeatureValueDomain prototype)
Name | Description |
prototype | ExplanationMetadata.InputMetadata.FeatureValueDomain |
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
parseDelimitedFrom(InputStream input)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseDelimitedFrom(InputStream input)
Name | Description |
input | InputStream |
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Type | Description |
IOException |
parseFrom(byte[] data)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(byte[] data)
Name | Description |
data | byte[] |
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Name | Description |
data | byte[] |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteString data)
Name | Description |
data | ByteString |
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Name | Description |
data | ByteString |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(CodedInputStream input)
Name | Description |
input | CodedInputStream |
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Type | Description |
IOException |
parseFrom(InputStream input)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(InputStream input)
Name | Description |
input | InputStream |
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteBuffer data)
Name | Description |
data | ByteBuffer |
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Name | Description |
data | ByteBuffer |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<ExplanationMetadata.InputMetadata.FeatureValueDomain> parser()
Type | Description |
Parser<FeatureValueDomain> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Name | Description |
obj | Object |
Type | Description |
boolean |
getDefaultInstanceForType()
public ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstanceForType()
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
getMaxValue()
public float getMaxValue()
The maximum permissible value for this feature.
float max_value = 2;
Type | Description |
float | The maxValue. |
getMinValue()
public float getMinValue()
The minimum permissible value for this feature.
float min_value = 1;
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;
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;
Type | Description |
float | The originalStddev. |
getParserForType()
public Parser<ExplanationMetadata.InputMetadata.FeatureValueDomain> getParserForType()
Type | Description |
Parser<FeatureValueDomain> |
getSerializedSize()
public int getSerializedSize()
Type | Description |
int |
getUnknownFields()
public final UnknownFieldSet getUnknownFields()
Type | Description |
UnknownFieldSet |
hashCode()
public int hashCode()
Type | Description |
int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Type | Description |
boolean |
newBuilderForType()
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilderForType()
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Name | Description |
parent | BuilderParent |
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Name | Description |
unused | UnusedPrivateParameter |
Type | Description |
Object |
toBuilder()
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder toBuilder()
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Name | Description |
output | CodedOutputStream |
Type | Description |
IOException |