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Class SampledShapleyAttribution (1.1.0)
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public final class SampledShapleyAttribution extends GeneratedMessageV3 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.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
Static Fields
PATH_COUNT_FIELD_NUMBER
public static final int PATH_COUNT_FIELD_NUMBER
Field Value
Type Description
int
Static Methods
getDefaultInstance()
public static SampledShapleyAttribution getDefaultInstance ()
getDescriptor()
public static final Descriptors . Descriptor getDescriptor ()
newBuilder()
public static SampledShapleyAttribution . Builder newBuilder ()
newBuilder(SampledShapleyAttribution prototype)
public static SampledShapleyAttribution . Builder newBuilder ( SampledShapleyAttribution prototype )
public static SampledShapleyAttribution parseDelimitedFrom ( InputStream input )
public static SampledShapleyAttribution parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
parseFrom(byte[] data)
public static SampledShapleyAttribution parseFrom ( byte [] data )
Parameter
Name Description
databyte []
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static SampledShapleyAttribution parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
parseFrom(ByteString data)
public static SampledShapleyAttribution parseFrom ( ByteString data )
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static SampledShapleyAttribution parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
public static SampledShapleyAttribution parseFrom ( CodedInputStream input )
public static SampledShapleyAttribution parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
public static SampledShapleyAttribution parseFrom ( InputStream input )
public static SampledShapleyAttribution parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
parseFrom(ByteBuffer data)
public static SampledShapleyAttribution parseFrom ( ByteBuffer data )
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static SampledShapleyAttribution parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
parser()
public static Parser<SampledShapleyAttribution> parser ()
Methods
equals(Object obj)
public boolean equals ( Object obj )
Parameter
Name Description
objObject
Overrides
getDefaultInstanceForType()
public SampledShapleyAttribution getDefaultInstanceForType ()
getParserForType()
public Parser<SampledShapleyAttribution> getParserForType ()
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.
getSerializedSize()
public int getSerializedSize ()
Returns
Type Description
int
Overrides
hashCode()
Returns
Type Description
int
Overrides
internalGetFieldAccessorTable()
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
isInitialized()
public final boolean isInitialized ()
Overrides
newBuilderForType()
public SampledShapleyAttribution . Builder newBuilderForType ()
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected SampledShapleyAttribution . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
Overrides
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
Returns
Type Description
Object
Overrides
toBuilder()
public SampledShapleyAttribution . Builder toBuilder ()
writeTo(CodedOutputStream output)
public void writeTo ( CodedOutputStream output )
Overrides
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Last updated 2025-02-03 UTC.
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