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Class SampledShapleyAttribution.Builder (1.47.0)
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public static final class SampledShapleyAttribution . Builder extends GeneratedMessage . Builder<SampledShapleyAttribution . Builder > implements SampledShapleyAttributionOrBuilder
An attribution method that approximates Shapley values for features that
contribute to the label being predicted. A sampling strategy is used to
approximate the value rather than considering all subsets of features.
Protobuf type google.cloud.vertexai.v1.SampledShapleyAttribution
Inherited Members
com.google.protobuf.GeneratedMessage.Builder.getUnknownFieldSetBuilder()
com.google.protobuf.GeneratedMessage.Builder.internalGetMapFieldReflection(int)
com.google.protobuf.GeneratedMessage.Builder.internalGetMutableMapFieldReflection(int)
com.google.protobuf.GeneratedMessage.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)
com.google.protobuf.GeneratedMessage.Builder.mergeUnknownVarintField(int,int)
com.google.protobuf.GeneratedMessage.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)
com.google.protobuf.GeneratedMessage.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)
com.google.protobuf.GeneratedMessage.Builder.setUnknownFieldsProto3(com.google.protobuf.UnknownFieldSet)
Static Methods
getDescriptor()
public static final Descriptors . Descriptor getDescriptor ()
Methods
build()
public SampledShapleyAttribution build ()
buildPartial()
public SampledShapleyAttribution buildPartial ()
clear()
public SampledShapleyAttribution . Builder clear ()
Overrides
clearPathCount()
public SampledShapleyAttribution . Builder clearPathCount ()
Required. The number of feature permutations to consider when approximating
the Shapley values.
Valid range of its value is [1, 50], inclusively.
int32 path_count = 1 [(.google.api.field_behavior) = REQUIRED];
getDefaultInstanceForType()
public SampledShapleyAttribution getDefaultInstanceForType ()
getDescriptorForType()
public Descriptors . Descriptor getDescriptorForType ()
Overrides
getPathCount()
public int getPathCount ()
Required. The number of feature permutations to consider when approximating
the Shapley values.
Valid range of its value is [1, 50], inclusively.
int32 path_count = 1 [(.google.api.field_behavior) = REQUIRED];
Returns
Type Description
int The pathCount.
internalGetFieldAccessorTable()
protected GeneratedMessage . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
isInitialized()
public final boolean isInitialized ()
Overrides
mergeFrom(SampledShapleyAttribution other)
public SampledShapleyAttribution . Builder mergeFrom ( SampledShapleyAttribution other )
public SampledShapleyAttribution . Builder mergeFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
Overrides
mergeFrom(Message other)
public SampledShapleyAttribution . Builder mergeFrom ( Message other )
Parameter
Name Description
otherMessage
Overrides
setPathCount(int value)
public SampledShapleyAttribution . Builder setPathCount ( int value )
Required. The number of feature permutations to consider when approximating
the Shapley values.
Valid range of its value is [1, 50], inclusively.
int32 path_count = 1 [(.google.api.field_behavior) = REQUIRED];
Parameter
Name Description
valueint The pathCount to set.
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Last updated 2026-03-14 UTC.
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