GClasses
GClasses::GMatrixFactorization Member List

This is the complete list of members for GClasses::GMatrixFactorization, including all inherited members.

areaUnderCurve(GMatrix &data)GClasses::GCollaborativeFilterstatic
baseDomNode(GDom *pDoc, const char *szClassName) const GClasses::GCollaborativeFilterprotected
basicTest(double minMSE)GClasses::GCollaborativeFilter
clampItemElement(size_t item, size_t attr, double val)GClasses::GMatrixFactorization
clampItems(const GMatrix &data, size_t offset=0)GClasses::GMatrixFactorization
clampP(size_t i)GClasses::GMatrixFactorizationprotected
clampQ(size_t i)GClasses::GMatrixFactorizationprotected
clampUserElement(size_t user, size_t attr, double val)GClasses::GMatrixFactorization
clampUsers(const GMatrix &data, size_t offset=0)GClasses::GMatrixFactorization
crossValidate(GMatrix &data, size_t folds, double *pOutMAE=NULL)GClasses::GCollaborativeFilter
dropP()GClasses::GMatrixFactorizationinline
dropQ()GClasses::GMatrixFactorizationinline
GCollaborativeFilter()GClasses::GCollaborativeFilter
GCollaborativeFilter(const GDomNode *pNode, GLearnerLoader &ll)GClasses::GCollaborativeFilter
getP()GClasses::GMatrixFactorizationinline
getQ()GClasses::GMatrixFactorizationinline
GMatrixFactorization(size_t intrinsicDims)GClasses::GMatrixFactorization
GMatrixFactorization(const GDomNode *pNode, GLearnerLoader &ll)GClasses::GMatrixFactorization
impute(GVec &vec, size_t dims)GClasses::GMatrixFactorizationvirtual
m_decayRateGClasses::GMatrixFactorizationprotected
m_intrinsicDimsGClasses::GMatrixFactorizationprotected
m_minItersGClasses::GMatrixFactorizationprotected
m_nonNegGClasses::GMatrixFactorizationprotected
m_pPGClasses::GMatrixFactorizationprotected
m_pPMaskGClasses::GMatrixFactorizationprotected
m_pPWeightsGClasses::GMatrixFactorizationprotected
m_pQGClasses::GMatrixFactorizationprotected
m_pQMaskGClasses::GMatrixFactorizationprotected
m_pQWeightsGClasses::GMatrixFactorizationprotected
m_randGClasses::GCollaborativeFilterprotected
m_regularizerGClasses::GMatrixFactorizationprotected
nonNegative()GClasses::GMatrixFactorizationinline
precisionRecall(GMatrix &data, bool ideal=false)GClasses::GCollaborativeFilter
predict(size_t user, size_t item)GClasses::GMatrixFactorizationvirtual
rand()GClasses::GCollaborativeFilterinline
serialize(GDom *pDoc) const GClasses::GMatrixFactorizationvirtual
setDecayRate(double d)GClasses::GMatrixFactorizationinline
setMinIters(size_t i)GClasses::GMatrixFactorizationinline
setRegularizer(double d)GClasses::GMatrixFactorizationinline
test()GClasses::GMatrixFactorizationstatic
train(GMatrix &data)GClasses::GMatrixFactorizationvirtual
trainAndTest(GMatrix &train, GMatrix &test, double *pOutMAE=NULL)GClasses::GCollaborativeFilter
trainDenseMatrix(const GMatrix &data, const GMatrix *pLabels=NULL)GClasses::GCollaborativeFilter
validate(GMatrix &data)GClasses::GMatrixFactorizationprotected
~GCollaborativeFilter()GClasses::GCollaborativeFilterinlinevirtual
~GMatrixFactorization()GClasses::GMatrixFactorizationvirtual