Package com.google.cloud.aiplatform.v1

Class SampledShapleyAttribution.Builder

java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<BuilderT>
com.google.protobuf.GeneratedMessage.Builder<SampledShapleyAttribution.Builder>
com.google.cloud.aiplatform.v1.SampledShapleyAttribution.Builder
All Implemented Interfaces:
SampledShapleyAttributionOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable
Enclosing class:
SampledShapleyAttribution
public static final class SampledShapleyAttribution.Builder extends com.google.protobuf.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.aiplatform.v1.SampledShapleyAttribution

  • Method Summary

    Modifier and Type
    Method
    Description
    SampledShapleyAttribution
    build()
     
    SampledShapleyAttribution
    buildPartial()
     
    SampledShapleyAttribution.Builder
    clear()
     
    SampledShapleyAttribution.Builder
    clearPathCount()
    Required.
    SampledShapleyAttribution
    getDefaultInstanceForType()
     
    static final com.google.protobuf.Descriptors.Descriptor
    getDescriptor()
     
    com.google.protobuf.Descriptors.Descriptor
    getDescriptorForType()
     
    int
    getPathCount()
    Required.
    protected com.google.protobuf.GeneratedMessage.FieldAccessorTable
    internalGetFieldAccessorTable()
     
    final boolean
    isInitialized()
     
    SampledShapleyAttribution.Builder
    mergeFrom(SampledShapleyAttribution other)
     
    SampledShapleyAttribution.Builder
    mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    SampledShapleyAttribution.Builder
    mergeFrom(com.google.protobuf.Message other)
     
    SampledShapleyAttribution.Builder
    setPathCount(int value)
    Required.

    Methods inherited from class com.google.protobuf.GeneratedMessage.Builder

    addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, setUnknownFieldSetBuilder, setUnknownFieldsProto3

    Methods inherited from class com.google.protobuf.AbstractMessage.Builder

    findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

    Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

    addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException

    Methods inherited from class java.lang.Object

    equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

    Methods inherited from interface com.google.protobuf.Message.Builder

    mergeDelimitedFrom, mergeDelimitedFrom

    Methods inherited from interface com.google.protobuf.MessageLite.Builder

    mergeFrom

    Methods inherited from interface com.google.protobuf.MessageOrBuilder

    findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

  • Method Details

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage.Builder<SampledShapleyAttribution.Builder>

    • clear

      public SampledShapleyAttribution.Builder clear()
      Specified by:
      clear in interface com.google.protobuf.Message.Builder
      Specified by:
      clear in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      clear in class com.google.protobuf.GeneratedMessage.Builder<SampledShapleyAttribution.Builder>

    • getDescriptorForType

      public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
      Specified by:
      getDescriptorForType in interface com.google.protobuf.Message.Builder
      Specified by:
      getDescriptorForType in interface com.google.protobuf.MessageOrBuilder
      Overrides:
      getDescriptorForType in class com.google.protobuf.GeneratedMessage.Builder<SampledShapleyAttribution.Builder>

    • getDefaultInstanceForType

      public SampledShapleyAttribution getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

    • build

      public SampledShapleyAttribution build()
      Specified by:
      build in interface com.google.protobuf.Message.Builder
      Specified by:
      build in interface com.google.protobuf.MessageLite.Builder

    • buildPartial

      public SampledShapleyAttribution buildPartial()
      Specified by:
      buildPartial in interface com.google.protobuf.Message.Builder
      Specified by:
      buildPartial in interface com.google.protobuf.MessageLite.Builder

    • mergeFrom

      public SampledShapleyAttribution.Builder mergeFrom(com.google.protobuf.Message other)
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<SampledShapleyAttribution.Builder>

    • mergeFrom

      public SampledShapleyAttribution.Builder mergeFrom(SampledShapleyAttribution other)

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage.Builder<SampledShapleyAttribution.Builder>

    • mergeFrom

      public SampledShapleyAttribution.Builder mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Specified by:
      mergeFrom in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<SampledShapleyAttribution.Builder>
      Throws:
      IOException

    • 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];
      Specified by:
      getPathCount in interface SampledShapleyAttributionOrBuilder
      Returns:
      The pathCount.

    • setPathCount

      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];
      Parameters:
      value - The pathCount to set.
      Returns:
      This builder for chaining.

    • 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];
      Returns:
      This builder for chaining.