Packages

final class MicroAUC extends GeneratedMessageV3 with MicroAUCOrBuilder

Area under ROC-curve calculated globally for MultiClassClassification (model
predicts a single label) or MultiLabelClassification (model predicts class
probabilities). The area is calculated by treating the entire set of data as
an aggregate result, and computing a single metric rather than k metrics
(one for each target label) that get averaged together. For example, the FPR
and TPR at a given point on the AUC curve for k targer labels are:
  FPR = (FP1 + FP2 + ... + FPk) / ((FP1 + FP2 + ... + FPk) +
                                   (TN1 + TN2 + ... + TNk))
  TPR = (TP1 + TP2 + ... +TPk) / ((TP1 + TP2 + ... + TPk) +
                                  (FN1 + FN2 + ... + FNk))

Protobuf type tensorflow.metadata.v0.MicroAUC

Source
MicroAUC.java
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  1. MicroAUC
  2. MicroAUCOrBuilder
  3. GeneratedMessageV3
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  5. AbstractMessage
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  7. MessageOrBuilder
  8. AbstractMessageLite
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  1. final def !=(arg0: Any): Boolean
    Definition Classes
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  2. final def ##: Int
    Definition Classes
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  3. final def ==(arg0: Any): Boolean
    Definition Classes
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  4. final def asInstanceOf[T0]: T0
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  5. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
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    @throws(classOf[java.lang.CloneNotSupportedException]) @native()
  6. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  7. def equals(obj: AnyRef): Boolean
    Definition Classes
    MicroAUC → 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 getDefaultInstanceForType(): MicroAUC
    Definition Classes
    MicroAUC → MessageOrBuilder → MessageLiteOrBuilder
    Annotations
    @Override()
  13. def getDescriptorForType(): Descriptor
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  14. def getField(field: FieldDescriptor): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  15. def getInitializationErrorString(): String
    Definition Classes
    AbstractMessage → MessageOrBuilder
  16. def getOneofFieldDescriptor(oneof: OneofDescriptor): FieldDescriptor
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  17. def getParserForType(): Parser[MicroAUC]
    Definition Classes
    MicroAUC → GeneratedMessageV3 → Message → MessageLite
    Annotations
    @Override()
  18. def getRepeatedField(field: FieldDescriptor, index: Int): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  19. def getRepeatedFieldCount(field: FieldDescriptor): Int
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  20. def getSerializedSize(): Int
    Definition Classes
    MicroAUC → GeneratedMessageV3 → AbstractMessage → MessageLite
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    @Override()
  21. def getUnknownFields(): UnknownFieldSet
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  22. def hasField(field: FieldDescriptor): Boolean
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    GeneratedMessageV3 → MessageOrBuilder
  23. def hasOneof(oneof: OneofDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  24. def hashCode(): Int
    Definition Classes
    MicroAUC → AbstractMessage → Message → AnyRef → Any
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    @Override()
  25. def internalGetFieldAccessorTable(): FieldAccessorTable
    Attributes
    protected[v0]
    Definition Classes
    MicroAUC → GeneratedMessageV3
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    @Override()
  26. def internalGetMapFieldReflection(fieldNumber: Int): MapFieldReflectionAccessor
    Attributes
    protected[protobuf]
    Definition Classes
    GeneratedMessageV3
  27. final def isInitialized(): Boolean
    Definition Classes
    MicroAUC → GeneratedMessageV3 → AbstractMessage → MessageLiteOrBuilder
    Annotations
    @Override()
  28. final def isInstanceOf[T0]: Boolean
    Definition Classes
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  29. def makeExtensionsImmutable(): Unit
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    protected[protobuf]
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  30. final def ne(arg0: AnyRef): Boolean
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  31. def newBuilderForType(parent: BuilderParent): Builder
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    protected[v0]
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    MicroAUC → GeneratedMessageV3
    Annotations
    @Override()
  32. def newBuilderForType(): Builder
    Definition Classes
    MicroAUC → Message → MessageLite
    Annotations
    @Override()
  33. def newBuilderForType(parent: BuilderParent): Builder
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    protected[protobuf]
    Definition Classes
    GeneratedMessageV3 → AbstractMessage
  34. def newInstance(unused: UnusedPrivateParameter): AnyRef
    Attributes
    protected[v0]
    Definition Classes
    MicroAUC → GeneratedMessageV3
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    @Override() @SuppressWarnings()
  35. final def notify(): Unit
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    @native()
  36. final def notifyAll(): Unit
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    @native()
  37. def parseUnknownField(input: CodedInputStream, unknownFields: Builder, extensionRegistry: ExtensionRegistryLite, tag: Int): Boolean
    Attributes
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    @throws(classOf[java.io.IOException])
  38. def parseUnknownFieldProto3(input: CodedInputStream, unknownFields: Builder, extensionRegistry: ExtensionRegistryLite, tag: Int): Boolean
    Attributes
    protected[protobuf]
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    @throws(classOf[java.io.IOException])
  39. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
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  40. def toBuilder(): Builder
    Definition Classes
    MicroAUC → Message → MessageLite
    Annotations
    @Override()
  41. def toByteArray(): Array[Byte]
    Definition Classes
    AbstractMessageLite → MessageLite
  42. def toByteString(): ByteString
    Definition Classes
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  43. final def toString(): String
    Definition Classes
    AbstractMessage → Message → AnyRef → Any
  44. final def wait(): Unit
    Definition Classes
    AnyRef
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    @throws(classOf[java.lang.InterruptedException])
  45. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
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    @throws(classOf[java.lang.InterruptedException])
  46. final def wait(arg0: Long): Unit
    Definition Classes
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    @throws(classOf[java.lang.InterruptedException]) @native()
  47. def writeDelimitedTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])
  48. def writeReplace(): AnyRef
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    protected[protobuf]
    Definition Classes
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  49. def writeTo(output: CodedOutputStream): Unit
    Definition Classes
    MicroAUC → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  50. def writeTo(output: OutputStream): Unit
    Definition Classes
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    @throws(classOf[java.io.IOException])

Deprecated Value Members

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

Inherited from MicroAUCOrBuilder

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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