final class NumericStatistics extends GeneratedMessageV3 with NumericStatisticsOrBuilder
Statistics for a numeric feature in a dataset.
Protobuf type tensorflow.metadata.v0.NumericStatistics
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- NumericStatistics.java
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- NumericStatistics
- NumericStatisticsOrBuilder
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- def getCommonStats(): CommonStatistics
.tensorflow.metadata.v0.CommonStatistics common_stats = 1;
.tensorflow.metadata.v0.CommonStatistics common_stats = 1;
- returns
The commonStats.
- Definition Classes
- NumericStatistics → NumericStatisticsOrBuilder
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- def getCommonStatsOrBuilder(): CommonStatisticsOrBuilder
.tensorflow.metadata.v0.CommonStatistics common_stats = 1;
.tensorflow.metadata.v0.CommonStatistics common_stats = 1;
- Definition Classes
- NumericStatistics → NumericStatisticsOrBuilder
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- @Override()
- def getDefaultInstanceForType(): NumericStatistics
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- NumericStatistics → MessageOrBuilder → MessageLiteOrBuilder
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- 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
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- @Override()
- 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
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- @Override()
- 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()
- 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()
- 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;
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- NumericStatistics → NumericStatisticsOrBuilder
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- @Override()
- def getInitializationErrorString(): String
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- AbstractMessage → MessageOrBuilder
- def getMax(): Double
The maximum value
The maximum value
double max = 7;
- returns
The max.
- Definition Classes
- NumericStatistics → NumericStatisticsOrBuilder
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- @Override()
- def getMean(): Double
The mean of the values
The mean of the values
double mean = 2;
- returns
The mean.
- Definition Classes
- NumericStatistics → NumericStatisticsOrBuilder
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- @Override()
- def getMedian(): Double
The median value
The median value
double median = 6;
- returns
The median.
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- NumericStatistics → NumericStatisticsOrBuilder
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- def getMin(): Double
The minimum value
The minimum value
double min = 5;
- returns
The min.
- Definition Classes
- NumericStatistics → NumericStatisticsOrBuilder
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- @Override()
- 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
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- @Override()
- def getOneofFieldDescriptor(oneof: OneofDescriptor): FieldDescriptor
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- GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
- def getParserForType(): Parser[NumericStatistics]
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- NumericStatistics → GeneratedMessageV3 → Message → MessageLite
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- def getRepeatedField(field: FieldDescriptor, index: Int): AnyRef
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- def getRepeatedFieldCount(field: FieldDescriptor): Int
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- def getSerializedSize(): Int
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- NumericStatistics → GeneratedMessageV3 → AbstractMessage → MessageLite
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- @Override()
- 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()
- def getUnknownFields(): UnknownFieldSet
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- GeneratedMessageV3 → MessageOrBuilder
- 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()
- 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()
- 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
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- @Override()
- def hasField(field: FieldDescriptor): Boolean
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- GeneratedMessageV3 → MessageOrBuilder
- def hasOneof(oneof: OneofDescriptor): Boolean
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- 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.
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- NumericStatistics → NumericStatisticsOrBuilder
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