Packages

c

org.tensorflow.metadata.v0

NumericStatistics

final class NumericStatistics extends GeneratedMessageV3 with NumericStatisticsOrBuilder

Statistics for a numeric feature in a dataset.

Protobuf type tensorflow.metadata.v0.NumericStatistics

Source
NumericStatistics.java
Linear Supertypes
NumericStatisticsOrBuilder, GeneratedMessageV3, Serializable, AbstractMessage, Message, MessageOrBuilder, AbstractMessageLite[MessageType, BuilderType], MessageLite, MessageLiteOrBuilder, AnyRef, Any
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Inherited
  1. NumericStatistics
  2. NumericStatisticsOrBuilder
  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
    NumericStatistics → 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 getCommonStats(): CommonStatistics

    .tensorflow.metadata.v0.CommonStatistics common_stats = 1;

    .tensorflow.metadata.v0.CommonStatistics common_stats = 1;

    returns

    The commonStats.

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  5. def getCommonStatsOrBuilder(): CommonStatisticsOrBuilder

    .tensorflow.metadata.v0.CommonStatistics common_stats = 1;

    .tensorflow.metadata.v0.CommonStatistics common_stats = 1;

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  6. def getDefaultInstanceForType(): NumericStatistics
    Definition Classes
    NumericStatistics → MessageOrBuilder → MessageLiteOrBuilder
    Annotations
    @Override()
  7. def getDescriptorForType(): Descriptor
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  8. def getField(field: FieldDescriptor): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  9. def getHistograms(index: Int): Histogram

    The histogram(s) of the feature values.


    The histogram(s) of the feature values.

    repeated .tensorflow.metadata.v0.Histogram histograms = 8;

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  10. def getHistogramsCount(): Int

    The histogram(s) of the feature values.


    The histogram(s) of the feature values.

    repeated .tensorflow.metadata.v0.Histogram histograms = 8;

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  11. def getHistogramsList(): List[Histogram]

    The histogram(s) of the feature values.


    The histogram(s) of the feature values.

    repeated .tensorflow.metadata.v0.Histogram histograms = 8;

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  12. def getHistogramsOrBuilder(index: Int): HistogramOrBuilder

    The histogram(s) of the feature values.


    The histogram(s) of the feature values.

    repeated .tensorflow.metadata.v0.Histogram histograms = 8;

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  13. def getHistogramsOrBuilderList(): List[_ <: HistogramOrBuilder]

    The histogram(s) of the feature values.


    The histogram(s) of the feature values.

    repeated .tensorflow.metadata.v0.Histogram histograms = 8;

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  14. def getInitializationErrorString(): String
    Definition Classes
    AbstractMessage → MessageOrBuilder
  15. def getMax(): Double

    The maximum value


    The maximum value

    double max = 7;

    returns

    The max.

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  16. def getMean(): Double

    The mean of the values


    The mean of the values

    double mean = 2;

    returns

    The mean.

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  17. def getMedian(): Double

    The median value


    The median value

    double median = 6;

    returns

    The median.

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  18. def getMin(): Double

    The minimum value


    The minimum value

    double min = 5;

    returns

    The min.

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  19. def getNumZeros(): Long

    The number of values that equal 0


    The number of values that equal 0

    uint64 num_zeros = 4;

    returns

    The numZeros.

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  20. def getOneofFieldDescriptor(oneof: OneofDescriptor): FieldDescriptor
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  21. def getParserForType(): Parser[NumericStatistics]
    Definition Classes
    NumericStatistics → GeneratedMessageV3 → Message → MessageLite
    Annotations
    @Override()
  22. def getRepeatedField(field: FieldDescriptor, index: Int): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  23. def getRepeatedFieldCount(field: FieldDescriptor): Int
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  24. def getSerializedSize(): Int
    Definition Classes
    NumericStatistics → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  25. def getStdDev(): Double

    The standard deviation of the values


    The standard deviation of the values

    double std_dev = 3;

    returns

    The stdDev.

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  26. def getUnknownFields(): UnknownFieldSet
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  27. def getWeightedNumericStats(): WeightedNumericStatistics

    Weighted statistics for the feature, if the values have weights.


    Weighted statistics for the feature, if the values have weights.

    .tensorflow.metadata.v0.WeightedNumericStatistics weighted_numeric_stats = 9;

    returns

    The weightedNumericStats.

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  28. def getWeightedNumericStatsOrBuilder(): WeightedNumericStatisticsOrBuilder

    Weighted statistics for the feature, if the values have weights.


    Weighted statistics for the feature, if the values have weights.

    .tensorflow.metadata.v0.WeightedNumericStatistics weighted_numeric_stats = 9;

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  29. def hasCommonStats(): Boolean

    .tensorflow.metadata.v0.CommonStatistics common_stats = 1;

    .tensorflow.metadata.v0.CommonStatistics common_stats = 1;

    returns

    Whether the commonStats field is set.

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  30. def hasField(field: FieldDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  31. def hasOneof(oneof: OneofDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  32. def hasWeightedNumericStats(): Boolean

    Weighted statistics for the feature, if the values have weights.


    Weighted statistics for the feature, if the values have weights.

    .tensorflow.metadata.v0.WeightedNumericStatistics weighted_numeric_stats = 9;

    returns

    Whether the weightedNumericStats field is set.

    Definition Classes
    NumericStatistics → NumericStatisticsOrBuilder
    Annotations
    @Override()
  33. def hashCode(): Int
    Definition Classes
    NumericStatistics → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  34. final def isInitialized(): Boolean
    Definition Classes
    NumericStatistics → GeneratedMessageV3 → AbstractMessage → MessageLiteOrBuilder
    Annotations
    @Override()
  35. def newBuilderForType(): Builder
    Definition Classes
    NumericStatistics → Message → MessageLite
    Annotations
    @Override()
  36. def toBuilder(): Builder
    Definition Classes
    NumericStatistics → Message → MessageLite
    Annotations
    @Override()
  37. def toByteArray(): Array[Byte]
    Definition Classes
    AbstractMessageLite → MessageLite
  38. def toByteString(): ByteString
    Definition Classes
    AbstractMessageLite → MessageLite
  39. final def toString(): String
    Definition Classes
    AbstractMessage → Message → AnyRef → Any
  40. def writeDelimitedTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])
  41. def writeTo(output: CodedOutputStream): Unit
    Definition Classes
    NumericStatistics → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  42. def writeTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])