mlpack
Classes | Functions
mlpack::fastmks Namespace Reference

Fast max-kernel search. More...

Classes

class  FastMKS
 An implementation of fast exact max-kernel search. More...
 
class  FastMKSModel
 A utility struct to contain all the possible FastMKS models, for use by the mlpack_fastmks program. More...
 
class  FastMKSRules
 The FastMKSRules class is a template helper class used by FastMKS class when performing exact max-kernel search. More...
 
class  FastMKSStat
 The statistic used in trees with FastMKS. More...
 

Functions

template<typename KernelType >
void BuildFastMKSModel (FastMKS< KernelType > &f, KernelType &k, arma::mat &&referenceData, const double base)
 This is called when the KernelType is the same as the model.
 
template<typename KernelType , typename FastMKSType >
void BuildFastMKSModel (FastMKSType &, KernelType &, arma::mat &&, const double)
 This is only called when something goes wrong.
 

Detailed Description

Fast max-kernel search.