public static final class ExplanationMetadata.InputMetadata.FeatureValueDomain extends GeneratedMessageV3 implements ExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilderDomain 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.vertexai.v1.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 |
|