- 3.52.0 (latest)
- 3.50.0
- 3.49.0
- 3.48.0
- 3.47.0
- 3.46.0
- 3.45.0
- 3.44.0
- 3.43.0
- 3.42.0
- 3.41.0
- 3.40.0
- 3.38.0
- 3.37.0
- 3.36.0
- 3.35.0
- 3.34.0
- 3.33.0
- 3.32.0
- 3.31.0
- 3.30.0
- 3.29.0
- 3.28.0
- 3.25.0
- 3.24.0
- 3.23.0
- 3.22.0
- 3.21.0
- 3.20.0
- 3.19.0
- 3.18.0
- 3.17.0
- 3.16.0
- 3.15.0
- 3.14.0
- 3.13.0
- 3.12.0
- 3.11.0
- 3.10.0
- 3.9.0
- 3.8.0
- 3.7.0
- 3.6.0
- 3.5.0
- 3.4.2
- 3.3.0
- 3.2.0
- 3.0.0
- 2.9.8
- 2.8.9
- 2.7.4
- 2.5.3
- 2.4.0
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
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()
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilder()
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
newBuilder(ExplanationMetadata.InputMetadata.FeatureValueDomain prototype)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilder(ExplanationMetadata.InputMetadata.FeatureValueDomain prototype)
Parameter | |
---|---|
Name | Description |
prototype |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
parseDelimitedFrom(InputStream input)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input |
InputStream |
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data |
byte[] |
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data |
ByteString |
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input |
CodedInputStream |
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input |
InputStream |
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data |
ByteBuffer |
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ExplanationMetadata.InputMetadata.FeatureValueDomain parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<ExplanationMetadata.InputMetadata.FeatureValueDomain> parser()
Returns | |
---|---|
Type | Description |
Parser<FeatureValueDomain> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj |
Object |
Returns | |
---|---|
Type | Description |
boolean |
getDefaultInstanceForType()
public ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain |
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 | |
---|---|
Type | Description |
Parser<FeatureValueDomain> |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
hashCode()
public int hashCode()
Returns | |
---|---|
Type | Description |
int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
newBuilderForType()
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent |
BuilderParent |
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused |
UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder toBuilder()
Returns | |
---|---|
Type | Description |
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output |
CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |