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 |
data |
byte[]
|
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 |
obj |
Object
|
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