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org.tensorflow.metadata.v0

MultiClassClassification

final class MultiClassClassification extends GeneratedMessageV3 with MultiClassClassificationOrBuilder

Configuration for a multi-class classification task.
In this problem type, there are n_classes possible label values, and the
model predicts a single label.
The output is one of the class labels, out of n_classes possible classes.
The output type will correspond to the label column type.

Protobuf type tensorflow.metadata.v0.MultiClassClassification

Source
MultiClassClassification.java
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  1. MultiClassClassification
  2. MultiClassClassificationOrBuilder
  3. GeneratedMessageV3
  4. Serializable
  5. AbstractMessage
  6. Message
  7. MessageOrBuilder
  8. AbstractMessageLite
  9. MessageLite
  10. MessageLiteOrBuilder
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Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  5. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native()
  6. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  7. def equals(obj: AnyRef): Boolean
    Definition Classes
    MultiClassClassification → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  8. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable])
  9. def findInitializationErrors(): List[String]
    Definition Classes
    AbstractMessage → MessageOrBuilder
  10. def getAllFields(): Map[FieldDescriptor, AnyRef]
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  11. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  12. def getClassSpecCase(): ClassSpecCase
  13. def getDefaultInstanceForType(): MultiClassClassification
    Definition Classes
    MultiClassClassification → MessageOrBuilder → MessageLiteOrBuilder
    Annotations
    @Override()
  14. def getDescriptorForType(): Descriptor
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  15. def getDynamicClassSpec(): DynamicClassSpec

    The number of label classes that should be inferred dynamically from the
    data.
    

    The number of label classes that should be inferred dynamically from the
    data.
    

    .tensorflow.metadata.v0.DynamicClassSpec dynamic_class_spec = 4;

    returns

    The dynamicClassSpec.

    Definition Classes
    MultiClassClassificationMultiClassClassificationOrBuilder
    Annotations
    @Override()
  16. def getDynamicClassSpecOrBuilder(): DynamicClassSpecOrBuilder

    The number of label classes that should be inferred dynamically from the
    data.
    

    The number of label classes that should be inferred dynamically from the
    data.
    

    .tensorflow.metadata.v0.DynamicClassSpec dynamic_class_spec = 4;

    Definition Classes
    MultiClassClassificationMultiClassClassificationOrBuilder
    Annotations
    @Override()
  17. def getExampleWeight(): String

    The weight column.
    

    The weight column.
    

    string example_weight = 2;

    returns

    The exampleWeight.

    Definition Classes
    MultiClassClassificationMultiClassClassificationOrBuilder
    Annotations
    @Override()
  18. def getExampleWeightBytes(): ByteString

    The weight column.
    

    The weight column.
    

    string example_weight = 2;

    returns

    The bytes for exampleWeight.

    Definition Classes
    MultiClassClassificationMultiClassClassificationOrBuilder
    Annotations
    @Override()
  19. def getField(field: FieldDescriptor): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  20. def getInitializationErrorString(): String
    Definition Classes
    AbstractMessage → MessageOrBuilder
  21. def getLabel(): String

    The name of the label. Assumes the label is a flat, top-level field.
    

    The name of the label. Assumes the label is a flat, top-level field.
    

    string label = 1;

    returns

    The label.

    Definition Classes
    MultiClassClassificationMultiClassClassificationOrBuilder
  22. def getLabelBytes(): ByteString

    The name of the label. Assumes the label is a flat, top-level field.
    

    The name of the label. Assumes the label is a flat, top-level field.
    

    string label = 1;

    returns

    The bytes for label.

    Definition Classes
    MultiClassClassificationMultiClassClassificationOrBuilder
  23. def getLabelIdCase(): LabelIdCase
  24. def getLabelPath(): Path

    A path can be used instead of a flat string if the label is nested.
    

    A path can be used instead of a flat string if the label is nested.
    

    .tensorflow.metadata.v0.Path label_path = 5;

    returns

    The labelPath.

    Definition Classes
    MultiClassClassificationMultiClassClassificationOrBuilder
    Annotations
    @Override()
  25. def getLabelPathOrBuilder(): PathOrBuilder

    A path can be used instead of a flat string if the label is nested.
    

    A path can be used instead of a flat string if the label is nested.
    

    .tensorflow.metadata.v0.Path label_path = 5;

    Definition Classes
    MultiClassClassificationMultiClassClassificationOrBuilder
    Annotations
    @Override()
  26. def getNClasses(): Long

    The exact number of label classes.
    

    The exact number of label classes.
    

    uint64 n_classes = 3;

    returns

    The nClasses.

    Definition Classes
    MultiClassClassificationMultiClassClassificationOrBuilder
    Annotations
    @Override()
  27. def getOneofFieldDescriptor(oneof: OneofDescriptor): FieldDescriptor
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  28. def getParserForType(): Parser[MultiClassClassification]
    Definition Classes
    MultiClassClassification → GeneratedMessageV3 → Message → MessageLite
    Annotations
    @Override()
  29. def getRepeatedField(field: FieldDescriptor, index: Int): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  30. def getRepeatedFieldCount(field: FieldDescriptor): Int
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  31. def getSerializedSize(): Int
    Definition Classes
    MultiClassClassification → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  32. def getUnknownFields(): UnknownFieldSet
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  33. def hasDynamicClassSpec(): Boolean

    The number of label classes that should be inferred dynamically from the
    data.
    

    The number of label classes that should be inferred dynamically from the
    data.
    

    .tensorflow.metadata.v0.DynamicClassSpec dynamic_class_spec = 4;

    returns

    Whether the dynamicClassSpec field is set.

    Definition Classes
    MultiClassClassificationMultiClassClassificationOrBuilder
    Annotations
    @Override()
  34. def hasField(field: FieldDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  35. def hasLabel(): Boolean

    The name of the label. Assumes the label is a flat, top-level field.
    

    The name of the label. Assumes the label is a flat, top-level field.
    

    string label = 1;

    returns

    Whether the label field is set.

    Definition Classes
    MultiClassClassificationMultiClassClassificationOrBuilder
  36. def hasLabelPath(): Boolean

    A path can be used instead of a flat string if the label is nested.
    

    A path can be used instead of a flat string if the label is nested.
    

    .tensorflow.metadata.v0.Path label_path = 5;

    returns

    Whether the labelPath field is set.

    Definition Classes
    MultiClassClassificationMultiClassClassificationOrBuilder
    Annotations
    @Override()
  37. def hasNClasses(): Boolean

    The exact number of label classes.
    

    The exact number of label classes.
    

    uint64 n_classes = 3;

    returns

    Whether the nClasses field is set.

    Definition Classes
    MultiClassClassificationMultiClassClassificationOrBuilder
    Annotations
    @Override()
  38. def hasOneof(oneof: OneofDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  39. def hashCode(): Int
    Definition Classes
    MultiClassClassification → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  40. def internalGetFieldAccessorTable(): FieldAccessorTable
    Attributes
    protected[v0]
    Definition Classes
    MultiClassClassification → GeneratedMessageV3
    Annotations
    @Override()
  41. def internalGetMapFieldReflection(fieldNumber: Int): MapFieldReflectionAccessor
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
  42. final def isInitialized(): Boolean
    Definition Classes
    MultiClassClassification → GeneratedMessageV3 → AbstractMessage → MessageLiteOrBuilder
    Annotations
    @Override()
  43. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  44. def makeExtensionsImmutable(): Unit
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
  45. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  46. def newBuilderForType(parent: BuilderParent): Builder
    Attributes
    protected[v0]
    Definition Classes
    MultiClassClassification → GeneratedMessageV3
    Annotations
    @Override()
  47. def newBuilderForType(): Builder
    Definition Classes
    MultiClassClassification → Message → MessageLite
    Annotations
    @Override()
  48. def newBuilderForType(parent: BuilderParent): Builder
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3 → AbstractMessage
  49. def newInstance(unused: UnusedPrivateParameter): AnyRef
    Attributes
    protected[v0]
    Definition Classes
    MultiClassClassification → GeneratedMessageV3
    Annotations
    @Override() @SuppressWarnings()
  50. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  51. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  52. def parseUnknownField(input: CodedInputStream, unknownFields: Builder, extensionRegistry: ExtensionRegistryLite, tag: Int): Boolean
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
    Annotations
    @throws(classOf[java.io.IOException])
  53. def parseUnknownFieldProto3(input: CodedInputStream, unknownFields: Builder, extensionRegistry: ExtensionRegistryLite, tag: Int): Boolean
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
    Annotations
    @throws(classOf[java.io.IOException])
  54. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  55. def toBuilder(): Builder
    Definition Classes
    MultiClassClassification → Message → MessageLite
    Annotations
    @Override()
  56. def toByteArray(): Array[Byte]
    Definition Classes
    AbstractMessageLite → MessageLite
  57. def toByteString(): ByteString
    Definition Classes
    AbstractMessageLite → MessageLite
  58. final def toString(): String
    Definition Classes
    AbstractMessage → Message → AnyRef → Any
  59. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  60. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  61. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  62. def writeDelimitedTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])
  63. def writeReplace(): AnyRef
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
    Annotations
    @throws(classOf[java.io.ObjectStreamException])
  64. def writeTo(output: CodedOutputStream): Unit
    Definition Classes
    MultiClassClassification → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  65. def writeTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])

Deprecated Value Members

  1. def internalGetMapField(fieldNumber: Int): MapField[_ <: AnyRef, _ <: AnyRef]
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
    Annotations
    @Deprecated
    Deprecated
  2. def mergeFromAndMakeImmutableInternal(input: CodedInputStream, extensionRegistry: ExtensionRegistryLite): Unit
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
    Annotations
    @throws(classOf[com.google.protobuf.InvalidProtocolBufferException]) @Deprecated
    Deprecated

Inherited from GeneratedMessageV3

Inherited from Serializable

Inherited from AbstractMessage

Inherited from Message

Inherited from MessageOrBuilder

Inherited from AbstractMessageLite[MessageType, BuilderType]

Inherited from MessageLite

Inherited from MessageLiteOrBuilder

Inherited from AnyRef

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