GClasses

GClasses::GMatrixFactorization Member List

This is the complete list of members for GClasses::GMatrixFactorization, including all inherited members.
areaUnderCurve(GMatrix &data)GClasses::GCollaborativeFilter [static]
baseDomNode(GDom *pDoc, const char *szClassName)GClasses::GCollaborativeFilter [protected]
basicTest(double minMSE)GClasses::GCollaborativeFilter
crossValidate(GMatrix &data, size_t folds, double *pOutMAE=NULL)GClasses::GCollaborativeFilter
GCollaborativeFilter(GRand &rand)GClasses::GCollaborativeFilter [inline]
GCollaborativeFilter(GDomNode *pNode, GLearnerLoader &ll)GClasses::GCollaborativeFilter
getP()GClasses::GMatrixFactorization [inline]
getQ()GClasses::GMatrixFactorization [inline]
GMatrixFactorization(size_t intrinsicDims, GRand &rand)GClasses::GMatrixFactorization
GMatrixFactorization(GDomNode *pNode, GLearnerLoader &ll)GClasses::GMatrixFactorization
impute(double *pVec, size_t dims)GClasses::GMatrixFactorization [virtual]
m_intrinsicDimsGClasses::GMatrixFactorization [protected]
m_pPGClasses::GMatrixFactorization [protected]
m_pQGClasses::GMatrixFactorization [protected]
m_randGClasses::GCollaborativeFilter [protected]
m_regularizerGClasses::GMatrixFactorization [protected]
m_useInputBiasGClasses::GMatrixFactorization [protected]
noInputBias()GClasses::GMatrixFactorization [inline]
precisionRecall(GMatrix &data, bool ideal=false)GClasses::GCollaborativeFilter
predict(size_t user, size_t item)GClasses::GMatrixFactorization [virtual]
serialize(GDom *pDoc)GClasses::GMatrixFactorization [virtual]
setRegularizer(double d)GClasses::GMatrixFactorization [inline]
test()GClasses::GMatrixFactorization [static]
train(GMatrix &data)GClasses::GMatrixFactorization [virtual]
trainAndTest(GMatrix &train, GMatrix &test, double *pOutMAE=NULL)GClasses::GCollaborativeFilter
trainDenseMatrix(GMatrix &data, GMatrix *pLabels=NULL)GClasses::GCollaborativeFilter
validate(GMatrix &data)GClasses::GMatrixFactorization [protected]
~GCollaborativeFilter()GClasses::GCollaborativeFilter [inline, virtual]
~GMatrixFactorization()GClasses::GMatrixFactorization [virtual]