mltk::SMOTE< T, Callable > Class Template Reference

Functor for the implementation of the SMOTE over sampling algorithm. More...

#include <Sampling.hpp>

Inheritance diagram for mltk::SMOTE< T, Callable >:

Collaboration diagram for mltk::SMOTE< T, Callable >:

Public Member Functions
	SMOTE (size_t k=1, double r=0.1, size_t seed=0, Callable dist_metric=Callable())
Data< T >	operator() (Data< T > &data) override
Public Member Functions inherited from mltk::OverSampling< double, metrics::dist::Euclidean< double > >
	OverSampling (metrics::dist::Euclidean< double > dist_metric)
virtual Data< double >	operator() (Data< double > &data)=0

Additional Inherited Members
Protected Attributes inherited from mltk::OverSampling< double, metrics::dist::Euclidean< double > >
metrics::dist::Euclidean< double >	distance_metric

Detailed Description

template<typename T = double, typename Callable = metrics::dist::Euclidean< T >>
class mltk::SMOTE< T, Callable >

Functor for the implementation of the SMOTE over sampling algorithm.

---

The documentation for this class was generated from the following file:

• Sampling.hpp