Package org.tensorflow.metadata.v0

Interface NumericStatisticsOrBuilder

  • All Superinterfaces:
    com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
    All Known Implementing Classes:
    NumericStatistics, NumericStatistics.Builder
    public interface NumericStatisticsOrBuilder
extends com.google.protobuf.MessageOrBuilder

    • Method Detail

      • hasCommonStats

        boolean hasCommonStats()
        .tensorflow.metadata.v0.CommonStatistics common_stats = 1;
        Returns:
        Whether the commonStats field is set.

      • getCommonStats

        CommonStatistics getCommonStats()
        .tensorflow.metadata.v0.CommonStatistics common_stats = 1;
        Returns:
        The commonStats.

      • getCommonStatsOrBuilder

        CommonStatisticsOrBuilder getCommonStatsOrBuilder()
        .tensorflow.metadata.v0.CommonStatistics common_stats = 1;

      • getMean

        double getMean()
         The mean of the values
        double mean = 2;
        Returns:
        The mean.

      • getStdDev

        double getStdDev()
         The standard deviation of the values
        double std_dev = 3;
        Returns:
        The stdDev.

      • getNumZeros

        long getNumZeros()
         The number of values that equal 0
        uint64 num_zeros = 4;
        Returns:
        The numZeros.

      • getMin

        double getMin()
         The minimum value
        double min = 5;
        Returns:
        The min.

      • getMedian

        double getMedian()
         The median value
        double median = 6;
        Returns:
        The median.

      • getMax

        double getMax()
         The maximum value
        double max = 7;
        Returns:
        The max.

      • getHistogramsList

        List<Histogram> getHistogramsList()
         The histogram(s) of the feature values.
        repeated .tensorflow.metadata.v0.Histogram histograms = 8;

      • getHistograms

        Histogram getHistograms​(int index)
         The histogram(s) of the feature values.
        repeated .tensorflow.metadata.v0.Histogram histograms = 8;

      • getHistogramsCount

        int getHistogramsCount()
         The histogram(s) of the feature values.
        repeated .tensorflow.metadata.v0.Histogram histograms = 8;

      • getHistogramsOrBuilderList

        List<? extends HistogramOrBuilder> getHistogramsOrBuilderList()
         The histogram(s) of the feature values.
        repeated .tensorflow.metadata.v0.Histogram histograms = 8;

      • getHistogramsOrBuilder

        HistogramOrBuilder getHistogramsOrBuilder​(int index)
         The histogram(s) of the feature values.
        repeated .tensorflow.metadata.v0.Histogram histograms = 8;

      • hasWeightedNumericStats

        boolean hasWeightedNumericStats()
         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.

      • getWeightedNumericStats

        WeightedNumericStatistics getWeightedNumericStats()
         Weighted statistics for the feature, if the values have weights.
        .tensorflow.metadata.v0.WeightedNumericStatistics weighted_numeric_stats = 9;
        Returns:
        The weightedNumericStats.

      • getWeightedNumericStatsOrBuilder

        WeightedNumericStatisticsOrBuilder getWeightedNumericStatsOrBuilder()
         Weighted statistics for the feature, if the values have weights.
        .tensorflow.metadata.v0.WeightedNumericStatistics weighted_numeric_stats = 9;