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public static final class ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder extends GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder> 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.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.FeatureValueDomain
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > ExplanationMetadata.InputMetadata.FeatureValueDomain.BuilderMethods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)| Name | Description |
| field | FieldDescriptor |
| value | Object |
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
build()
public ExplanationMetadata.InputMetadata.FeatureValueDomain build()| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain |
buildPartial()
public ExplanationMetadata.InputMetadata.FeatureValueDomain buildPartial()| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain |
clear()
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clear()| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
clearField(Descriptors.FieldDescriptor field)
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearField(Descriptors.FieldDescriptor field)| Name | Description |
| field | FieldDescriptor |
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
clearMaxValue()
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearMaxValue()The maximum permissible value for this feature.
float max_value = 2;
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder | This builder for chaining. |
clearMinValue()
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearMinValue()The minimum permissible value for this feature.
float min_value = 1;
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder | This builder for chaining. |
clearOneof(Descriptors.OneofDescriptor oneof)
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearOneof(Descriptors.OneofDescriptor oneof)| Name | Description |
| oneof | OneofDescriptor |
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
clearOriginalMean()
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearOriginalMean()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 |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder | This builder for chaining. |
clearOriginalStddev()
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearOriginalStddev()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 |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder | This builder for chaining. |
clone()
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clone()| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
getDefaultInstanceForType()
public ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstanceForType()| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Type | Description |
| Descriptor |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Type | Description |
| Descriptor |
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. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Type | Description |
| FieldAccessorTable |
isInitialized()
public final boolean isInitialized()| Type | Description |
| boolean |
mergeFrom(ExplanationMetadata.InputMetadata.FeatureValueDomain other)
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder mergeFrom(ExplanationMetadata.InputMetadata.FeatureValueDomain other)| Name | Description |
| other | ExplanationMetadata.InputMetadata.FeatureValueDomain |
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Name | Description |
| input | CodedInputStream |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
| Type | Description |
| IOException |
mergeFrom(Message other)
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder mergeFrom(Message other)| Name | Description |
| other | Message |
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder mergeUnknownFields(UnknownFieldSet unknownFields)| Name | Description |
| unknownFields | UnknownFieldSet |
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
setField(Descriptors.FieldDescriptor field, Object value)
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setField(Descriptors.FieldDescriptor field, Object value)| Name | Description |
| field | FieldDescriptor |
| value | Object |
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
setMaxValue(float value)
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setMaxValue(float value)The maximum permissible value for this feature.
float max_value = 2;
| Name | Description |
| value | floatThe maxValue to set. |
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder | This builder for chaining. |
setMinValue(float value)
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setMinValue(float value)The minimum permissible value for this feature.
float min_value = 1;
| Name | Description |
| value | floatThe minValue to set. |
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder | This builder for chaining. |
setOriginalMean(float value)
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setOriginalMean(float value)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;
| Name | Description |
| value | floatThe originalMean to set. |
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder | This builder for chaining. |
setOriginalStddev(float value)
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setOriginalStddev(float value)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;
| Name | Description |
| value | floatThe originalStddev to set. |
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder | This builder for chaining. |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)| Name | Description |
| field | FieldDescriptor |
| index | int |
| value | Object |
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |
setUnknownFields(UnknownFieldSet unknownFields)
public final ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setUnknownFields(UnknownFieldSet unknownFields)| Name | Description |
| unknownFields | UnknownFieldSet |
| Type | Description |
| ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder |