Package org.tensorflow.metadata.v0

Interface CommonStatisticsOrBuilder

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

    • Method Detail

      • getNumNonMissing

        long getNumNonMissing()
         The number of examples with at least one value for this feature.
        uint64 num_non_missing = 1;
        Returns:
        The numNonMissing.

      • getNumMissing

        long getNumMissing()
         The number of examples with no values for this feature.
        uint64 num_missing = 2;
        Returns:
        The numMissing.

      • getMinNumValues

        long getMinNumValues()
         The minimum number of values in a single example for this feature.
        uint64 min_num_values = 3;
        Returns:
        The minNumValues.

      • getMaxNumValues

        long getMaxNumValues()
         The maximum number of values in a single example for this feature.
        uint64 max_num_values = 4;
        Returns:
        The maxNumValues.

      • getAvgNumValues

        float getAvgNumValues()
         The average number of values in a single example for this feature.
        float avg_num_values = 5;
        Returns:
        The avgNumValues.

      • getTotNumValues

        long getTotNumValues()
         tot_num_values = avg_num_values * num_non_missing.
 This is calculated directly, so should have less numerical error.
        uint64 tot_num_values = 8;
        Returns:
        The totNumValues.

      • hasNumValuesHistogram

        boolean hasNumValuesHistogram()
         The quantiles histogram for the number of values in this feature.
        .tensorflow.metadata.v0.Histogram num_values_histogram = 6;
        Returns:
        Whether the numValuesHistogram field is set.

      • getNumValuesHistogram

        Histogram getNumValuesHistogram()
         The quantiles histogram for the number of values in this feature.
        .tensorflow.metadata.v0.Histogram num_values_histogram = 6;
        Returns:
        The numValuesHistogram.

      • getNumValuesHistogramOrBuilder

        HistogramOrBuilder getNumValuesHistogramOrBuilder()
         The quantiles histogram for the number of values in this feature.
        .tensorflow.metadata.v0.Histogram num_values_histogram = 6;

      • hasWeightedCommonStats

        boolean hasWeightedCommonStats()
        .tensorflow.metadata.v0.WeightedCommonStatistics weighted_common_stats = 7;
        Returns:
        Whether the weightedCommonStats field is set.

      • getWeightedCommonStats

        WeightedCommonStatistics getWeightedCommonStats()
        .tensorflow.metadata.v0.WeightedCommonStatistics weighted_common_stats = 7;
        Returns:
        The weightedCommonStats.

      • getWeightedCommonStatsOrBuilder

        WeightedCommonStatisticsOrBuilder getWeightedCommonStatsOrBuilder()
        .tensorflow.metadata.v0.WeightedCommonStatistics weighted_common_stats = 7;

      • hasFeatureListLengthHistogram

        boolean hasFeatureListLengthHistogram()
         The histogram for the number of features in the feature list (only set if
 this feature is a non-context feature from a tf.SequenceExample).
 This is different from num_values_histogram, as num_values_histogram tracks
 the count of all values for a feature in an example, whereas this tracks
 the length of the feature list for this feature in an example (where each
 feature list can contain multiple values).
        .tensorflow.metadata.v0.Histogram feature_list_length_histogram = 9;
        Returns:
        Whether the featureListLengthHistogram field is set.

      • getFeatureListLengthHistogram

        Histogram getFeatureListLengthHistogram()
         The histogram for the number of features in the feature list (only set if
 this feature is a non-context feature from a tf.SequenceExample).
 This is different from num_values_histogram, as num_values_histogram tracks
 the count of all values for a feature in an example, whereas this tracks
 the length of the feature list for this feature in an example (where each
 feature list can contain multiple values).
        .tensorflow.metadata.v0.Histogram feature_list_length_histogram = 9;
        Returns:
        The featureListLengthHistogram.

      • getFeatureListLengthHistogramOrBuilder

        HistogramOrBuilder getFeatureListLengthHistogramOrBuilder()
         The histogram for the number of features in the feature list (only set if
 this feature is a non-context feature from a tf.SequenceExample).
 This is different from num_values_histogram, as num_values_histogram tracks
 the count of all values for a feature in an example, whereas this tracks
 the length of the feature list for this feature in an example (where each
 feature list can contain multiple values).
        .tensorflow.metadata.v0.Histogram feature_list_length_histogram = 9;