Packages

c

org.tensorflow.metadata.v0

LogisticRegression

final class LogisticRegression extends GeneratedMessageV3 with LogisticRegressionOrBuilder

AKA the negative log likelihood or log loss.
Given a label y\in {0,1} and a predicted probability p in [0,1]:
-yln(p)-(1-y)ln(1-p)
TODO(martinz): if this is interpreted the same as binary_cross_entropy,
we may need to revisit the semantics.
DEPRECATED

Protobuf type tensorflow.metadata.v0.LogisticRegression

Source
LogisticRegression.java
Linear Supertypes
LogisticRegressionOrBuilder, GeneratedMessageV3, Serializable, AbstractMessage, Message, MessageOrBuilder, AbstractMessageLite[MessageType, BuilderType], MessageLite, MessageLiteOrBuilder, AnyRef, Any
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  2. By Inheritance
Inherited
  1. LogisticRegression
  2. LogisticRegressionOrBuilder
  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
    LogisticRegression → 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(): LogisticRegression
    Definition Classes
    LogisticRegression → 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[LogisticRegression]
    Definition Classes
    LogisticRegression → 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
    LogisticRegression → 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
    LogisticRegression → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  17. final def isInitialized(): Boolean
    Definition Classes
    LogisticRegression → GeneratedMessageV3 → AbstractMessage → MessageLiteOrBuilder
    Annotations
    @Override()
  18. def newBuilderForType(): Builder
    Definition Classes
    LogisticRegression → Message → MessageLite
    Annotations
    @Override()
  19. def toBuilder(): Builder
    Definition Classes
    LogisticRegression → 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
    LogisticRegression → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  25. def writeTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])