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template<typename IteratorType > |
static void | checkIteratorsNotNULL (IteratorType begin, IteratorType end) |
| Helper function checking if two iterators are not equal. More...
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template<typename IteratorType > |
static void | checkIteratorsEqual (IteratorType begin, IteratorType end) |
| Helper function checking if two iterators are equal. More...
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template<typename IteratorType1 , typename IteratorType2 > |
static void | checkIteratorsAreValid (IteratorType1 begin_b, IteratorType1 end_b, IteratorType2 begin_a, IteratorType2 end_a) |
| Helper function checking if an iterator and a co-iterator both have a next element. More...
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template<typename IteratorType > |
static double | sum (IteratorType begin, IteratorType end) |
| Calculates the sum of a range of values. More...
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template<typename IteratorType > |
static double | mean (IteratorType begin, IteratorType end) |
| Calculates the mean of a range of values. More...
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template<typename IteratorType > |
static double | median (IteratorType begin, IteratorType end, bool sorted=false) |
| Calculates the median of a range of values. More...
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template<typename IteratorType > |
double | MAD (IteratorType begin, IteratorType end, double median_of_numbers) |
| median absolute deviation (MAD) More...
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template<typename IteratorType > |
static double | quantile1st (IteratorType begin, IteratorType end, bool sorted=false) |
| Calculates the first quantile of a range of values. More...
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template<typename IteratorType > |
static double | quantile3rd (IteratorType begin, IteratorType end, bool sorted=false) |
| Calculates the third quantile of a range of values. More...
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template<typename IteratorType > |
static double | variance (IteratorType begin, IteratorType end, double mean=std::numeric_limits< double >::max()) |
| Calculates the variance of a range of values. More...
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template<typename IteratorType > |
static double | sd (IteratorType begin, IteratorType end, double mean=std::numeric_limits< double >::max()) |
| Calculates the standard deviation of a range of values. More...
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template<typename IteratorType > |
static double | absdev (IteratorType begin, IteratorType end, double mean=std::numeric_limits< double >::max()) |
| Calculates the absolute deviation of a range of values. More...
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template<typename IteratorType1 , typename IteratorType2 > |
static double | covariance (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b) |
| Calculates the covariance of two ranges of values. More...
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template<typename IteratorType1 , typename IteratorType2 > |
static double | meanSquareError (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b) |
| Calculates the mean square error for the values in [begin_a, end_a) and [begin_b, end_b) More...
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template<typename IteratorType1 , typename IteratorType2 > |
static double | classificationRate (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b) |
| Calculates the classification rate for the values in [begin_a, end_a) and [begin_b, end_b) More...
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template<typename IteratorType1 , typename IteratorType2 > |
static double | matthewsCorrelationCoefficient (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b) |
| Calculates the Matthews correlation coefficient for the values in [begin_a, end_a) and [begin_b, end_b) More...
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template<typename IteratorType1 , typename IteratorType2 > |
static double | pearsonCorrelationCoefficient (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b) |
| Calculates the Pearson correlation coefficient for the values in [begin_a, end_a) and [begin_b, end_b) More...
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template<typename Value > |
static void | computeRank (std::vector< Value > &w) |
| Replaces the elements in vector w by their ranks. More...
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template<typename IteratorType1 , typename IteratorType2 > |
static double | rankCorrelationCoefficient (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b) |
| calculates the rank correlation coefficient for the values in [begin_a, end_a) and [begin_b, end_b) More...
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