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mlpack::regression::LARS Member List

This is the complete list of members for mlpack::regression::LARS, including all inherited members.

Activate(const size_t varInd)mlpack::regression::LARSprivate
ActiveSet() const mlpack::regression::LARSinline
activeSetmlpack::regression::LARSprivate
BetaPath() const mlpack::regression::LARSinline
betaPathmlpack::regression::LARSprivate
CholeskyDelete(const size_t colToKill)mlpack::regression::LARSprivate
CholeskyInsert(const arma::vec &newX, const arma::mat &X)mlpack::regression::LARSprivate
CholeskyInsert(double sqNormNewX, const arma::vec &newGramCol)mlpack::regression::LARSprivate
ComputeYHatDirection(const arma::mat &matX, const arma::vec &betaDirection, arma::vec &yHatDirection)mlpack::regression::LARSprivate
Deactivate(const size_t activeVarInd)mlpack::regression::LARSprivate
elasticNetmlpack::regression::LARSprivate
GivensRotate(const arma::vec::fixed< 2 > &x, arma::vec::fixed< 2 > &rotatedX, arma::mat &G)mlpack::regression::LARSprivate
Ignore(const size_t varInd)mlpack::regression::LARSprivate
ignoreSetmlpack::regression::LARSprivate
InterpolateBeta()mlpack::regression::LARSprivate
isActivemlpack::regression::LARSprivate
isIgnoredmlpack::regression::LARSprivate
lambda1mlpack::regression::LARSprivate
lambda2mlpack::regression::LARSprivate
LambdaPath() const mlpack::regression::LARSinline
lambdaPathmlpack::regression::LARSprivate
LARS(const bool useCholesky=false, const double lambda1=0.0, const double lambda2=0.0, const double tolerance=1e-16)mlpack::regression::LARS
LARS(const bool useCholesky, const arma::mat &gramMatrix, const double lambda1=0.0, const double lambda2=0.0, const double tolerance=1e-16)mlpack::regression::LARS
lassomlpack::regression::LARSprivate
matGrammlpack::regression::LARSprivate
matGramInternalmlpack::regression::LARSprivate
matUtriCholFactormlpack::regression::LARSprivate
MatUtriCholFactor() const mlpack::regression::LARSinline
Predict(const arma::mat &points, arma::vec &predictions, const bool rowMajor=false) const mlpack::regression::LARS
Serialize(Archive &ar, const unsigned int)mlpack::regression::LARS
tolerancemlpack::regression::LARSprivate
Train(const arma::mat &data, const arma::vec &responses, arma::vec &beta, const bool transposeData=true)mlpack::regression::LARS
useCholeskymlpack::regression::LARSprivate