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
Linear Supertypes
MicroAUCOrBuilder, GeneratedMessageV3, Serializable, AbstractMessage, Message, MessageOrBuilder, AbstractMessageLite[MessageType, BuilderType], MessageLite, MessageLiteOrBuilder, AnyRef, Any
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Inherited
  1. MicroAUC
  2. MicroAUCOrBuilder
  3. GeneratedMessageV3
  4. Serializable
  5. AbstractMessage
  6. Message
  7. MessageOrBuilder
  8. AbstractMessageLite
  9. MessageLite
  10. MessageLiteOrBuilder
  11. AnyRef
  12. Any
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Visibility
  1. Public
  2. Protected

Value Members

  1. def equals(obj: AnyRef): Boolean
    Definition Classes
    MicroAUC → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  2. def findInitializationErrors(): List[String]
    Definition Classes
    AbstractMessage → MessageOrBuilder
  3. def getAllFields(): Map[FieldDescriptor, AnyRef]
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  4. def getDefaultInstanceForType(): MicroAUC
    Definition Classes
    MicroAUC → MessageOrBuilder → MessageLiteOrBuilder
    Annotations
    @Override()
  5. def getDescriptorForType(): Descriptor
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  6. def getField(field: FieldDescriptor): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  7. def getInitializationErrorString(): String
    Definition Classes
    AbstractMessage → MessageOrBuilder
  8. def getOneofFieldDescriptor(oneof: OneofDescriptor): FieldDescriptor
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  9. def getParserForType(): Parser[MicroAUC]
    Definition Classes
    MicroAUC → GeneratedMessageV3 → Message → MessageLite
    Annotations
    @Override()
  10. def getRepeatedField(field: FieldDescriptor, index: Int): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  11. def getRepeatedFieldCount(field: FieldDescriptor): Int
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  12. def getSerializedSize(): Int
    Definition Classes
    MicroAUC → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  13. def getUnknownFields(): UnknownFieldSet
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  14. def hasField(field: FieldDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  15. def hasOneof(oneof: OneofDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  16. def hashCode(): Int
    Definition Classes
    MicroAUC → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  17. final def isInitialized(): Boolean
    Definition Classes
    MicroAUC → GeneratedMessageV3 → AbstractMessage → MessageLiteOrBuilder
    Annotations
    @Override()
  18. def newBuilderForType(): Builder
    Definition Classes
    MicroAUC → Message → MessageLite
    Annotations
    @Override()
  19. def toBuilder(): Builder
    Definition Classes
    MicroAUC → Message → MessageLite
    Annotations
    @Override()
  20. def toByteArray(): Array[Byte]
    Definition Classes
    AbstractMessageLite → MessageLite
  21. def toByteString(): ByteString
    Definition Classes
    AbstractMessageLite → MessageLite
  22. final def toString(): String
    Definition Classes
    AbstractMessage → Message → AnyRef → Any
  23. def writeDelimitedTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])
  24. def writeTo(output: CodedOutputStream): Unit
    Definition Classes
    MicroAUC → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  25. def writeTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])