Packages

c

org.tensorflow.metadata.v0

WeightedCommonStatistics

final class WeightedCommonStatistics extends GeneratedMessageV3 with WeightedCommonStatisticsOrBuilder

Common weighted statistics for all feature types. Statistics counting number
of values (i.e., avg_num_values and tot_num_values) include NaNs.
If the weighted column is missing, then this counts as a weight of 1
for that example. For nested features with N nested levels (N > 1), the
statistics counting number of values will rely on the innermost level.

Protobuf type tensorflow.metadata.v0.WeightedCommonStatistics

Source
WeightedCommonStatistics.java
Linear Supertypes
WeightedCommonStatisticsOrBuilder, GeneratedMessageV3, Serializable, AbstractMessage, Message, MessageOrBuilder, AbstractMessageLite[MessageType, BuilderType], MessageLite, MessageLiteOrBuilder, AnyRef, Any
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Inherited
  1. WeightedCommonStatistics
  2. WeightedCommonStatisticsOrBuilder
  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
    WeightedCommonStatistics → 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 getAvgNumValues(): Double

    average number of values, weighted by the number of examples.
avg_num_values = tot_num_values / num_non_missing.


    average number of values, weighted by the number of examples.
avg_num_values = tot_num_values / num_non_missing.

    double avg_num_values = 3;

    returns

    The avgNumValues.

    Definition Classes
    WeightedCommonStatistics → WeightedCommonStatisticsOrBuilder
    Annotations
    @Override()
  5. def getDefaultInstanceForType(): WeightedCommonStatistics
    Definition Classes
    WeightedCommonStatistics → MessageOrBuilder → MessageLiteOrBuilder
    Annotations
    @Override()
  6. def getDescriptorForType(): Descriptor
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  7. def getField(field: FieldDescriptor): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  8. def getInitializationErrorString(): String
    Definition Classes
    AbstractMessage → MessageOrBuilder
  9. def getNumMissing(): Double

    Weighted number of examples missing.
Note that if the weighted column is zero, this does not count
as missing.


    Weighted number of examples missing.
Note that if the weighted column is zero, this does not count
as missing.

    double num_missing = 2;

    returns

    The numMissing.

    Definition Classes
    WeightedCommonStatistics → WeightedCommonStatisticsOrBuilder
    Annotations
    @Override()
  10. def getNumNonMissing(): Double

    Weighted number of examples not missing.


    Weighted number of examples not missing.

    double num_non_missing = 1;

    returns

    The numNonMissing.

    Definition Classes
    WeightedCommonStatistics → WeightedCommonStatisticsOrBuilder
    Annotations
    @Override()
  11. def getOneofFieldDescriptor(oneof: OneofDescriptor): FieldDescriptor
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  12. def getParserForType(): Parser[WeightedCommonStatistics]
    Definition Classes
    WeightedCommonStatistics → GeneratedMessageV3 → Message → MessageLite
    Annotations
    @Override()
  13. def getRepeatedField(field: FieldDescriptor, index: Int): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  14. def getRepeatedFieldCount(field: FieldDescriptor): Int
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  15. def getSerializedSize(): Int
    Definition Classes
    WeightedCommonStatistics → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  16. def getTotNumValues(): Double

    The total number of values in this feature.


    The total number of values in this feature.

    double tot_num_values = 4;

    returns

    The totNumValues.

    Definition Classes
    WeightedCommonStatistics → WeightedCommonStatisticsOrBuilder
    Annotations
    @Override()
  17. def getUnknownFields(): UnknownFieldSet
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  18. def hasField(field: FieldDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  19. def hasOneof(oneof: OneofDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  20. def hashCode(): Int
    Definition Classes
    WeightedCommonStatistics → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  21. final def isInitialized(): Boolean
    Definition Classes
    WeightedCommonStatistics → GeneratedMessageV3 → AbstractMessage → MessageLiteOrBuilder
    Annotations
    @Override()
  22. def newBuilderForType(): Builder
    Definition Classes
    WeightedCommonStatistics → Message → MessageLite
    Annotations
    @Override()
  23. def toBuilder(): Builder
    Definition Classes
    WeightedCommonStatistics → Message → MessageLite
    Annotations
    @Override()
  24. def toByteArray(): Array[Byte]
    Definition Classes
    AbstractMessageLite → MessageLite
  25. def toByteString(): ByteString
    Definition Classes
    AbstractMessageLite → MessageLite
  26. final def toString(): String
    Definition Classes
    AbstractMessage → Message → AnyRef → Any
  27. def writeDelimitedTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])
  28. def writeTo(output: CodedOutputStream): Unit
    Definition Classes
    WeightedCommonStatistics → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  29. def writeTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])