Reinforcement Learning Toolbox 2.0
last updated:
General
Documentation
Manual
Tutorial
Class Reference
Master Thesis
Examples
Related Papers
Downloads
Links
News
mailto:webmaster
Main Page     Class Hierarchy   Compound List   File List   Compound Members   File Members

CLeastSquaresLearner Class Reference

#include <csupervisedlearner.h>

Inheritance diagram for CLeastSquaresLearner:

CParameterObject CParameters CLSTDLambda CQLSTDLambda CVLSTDLambda List of all members.


Public Member Functions

  CLeastSquaresLearner (CGradientUpdateFunction *featureFunc, int numData)
virtual  ~CLeastSquaresLearner ()
virtual double  doOptimization ()


Static Public Member Functions

static double  doOptimization (Matrix *A, Matrix *A_pinv, ColumnVector *b, ColumnVector *w, double lambda)


Protected Attributes

Matrix *  A
Matrix *  A_pinv
ColumnVector *  b
CGradientUpdateFunction featureFunc

Constructor & Destructor Documentation

CLeastSquaresLearner::CLeastSquaresLearner CGradientUpdateFunction featureFunc,
int  numData
 
virtual CLeastSquaresLearner::~CLeastSquaresLearner  )  [virtual]
 

Member Function Documentation

static double CLeastSquaresLearner::doOptimization Matrix *  A,
Matrix *  A_pinv,
ColumnVector *  b,
ColumnVector *  w,
double  lambda
[static]
 
virtual double CLeastSquaresLearner::doOptimization  )  [virtual]
 

Member Data Documentation

Matrix* CLeastSquaresLearner::A [protected]
 
Matrix* CLeastSquaresLearner::A_pinv [protected]
 
ColumnVector* CLeastSquaresLearner::b [protected]
 
CGradientUpdateFunction* CLeastSquaresLearner::featureFunc [protected]
 

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