, 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_intrinsicDims | GClasses::GMatrixFactorization | [protected] |
m_pP | GClasses::GMatrixFactorization | [protected] |
m_pQ | GClasses::GMatrixFactorization | [protected] |
m_rand | GClasses::GCollaborativeFilter | [protected] |
m_regularizer | GClasses::GMatrixFactorization | [protected] |
m_useInputBias | GClasses::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] |