#include <yat/normalizer/Gauss.h>
Public Member Functions | |
template<typename RandomAccessIter1 , typename RandomAccessIter2 > | |
void | operator() (RandomAccessIter1 first, RandomAccessIter1 last, RandomAccessIter2 result) const |
After normalization the range will follow a standard Gaussian distribution (mean zero and unity variance).
The range is first rank normalized using Spearman, after which each element is between 0 and unity. Second each element is replaced by inverse cumulative standard Gaussian distribution.
void theplu::yat::normalizer::Gauss::operator() | ( | RandomAccessIter1 | first, | |
RandomAccessIter1 | last, | |||
RandomAccessIter2 | result | |||
) | const [inline] |
It is possible to centralize a range "in place"; it is permissible for the iterators first and result to be the same.
Type requirements: