areaUnderCurve(GMatrix &data) | GClasses::GCollaborativeFilter | static |
baseDomNode(GDom *pDoc, const char *szClassName) const | GClasses::GCollaborativeFilter | protected |
basicTest(double minMSE) | GClasses::GCollaborativeFilter | |
clearUserDEPQ() | GClasses::GInstanceRecommender | inline |
crossValidate(GMatrix &data, size_t folds, double *pOutMAE=NULL) | GClasses::GCollaborativeFilter | |
GCollaborativeFilter() | GClasses::GCollaborativeFilter | |
GCollaborativeFilter(const GDomNode *pNode, GLearnerLoader &ll) | GClasses::GCollaborativeFilter | |
getNeighbors(size_t user, size_t item) | GClasses::GInstanceRecommender | |
getRating(size_t user, size_t item) | GClasses::GInstanceRecommender | |
GInstanceRecommender(size_t neighbors) | GClasses::GInstanceRecommender | |
GInstanceRecommender(const GDomNode *pNode, GLearnerLoader &ll) | GClasses::GInstanceRecommender | |
impute(GVec &vec, size_t dims) | GClasses::GInstanceRecommender | virtual |
m_neighbors | GClasses::GInstanceRecommender | protected |
m_ownMetric | GClasses::GInstanceRecommender | protected |
m_pBaseline | GClasses::GInstanceRecommender | protected |
m_pData | GClasses::GInstanceRecommender | protected |
m_pMetric | GClasses::GInstanceRecommender | protected |
m_rand | GClasses::GCollaborativeFilter | protected |
m_significanceWeight | GClasses::GInstanceRecommender | protected |
m_user_depq | GClasses::GInstanceRecommender | protected |
metric() | GClasses::GInstanceRecommender | inline |
precisionRecall(GMatrix &data, bool ideal=false) | GClasses::GCollaborativeFilter | |
predict(size_t user, size_t item) | GClasses::GInstanceRecommender | virtual |
rand() | GClasses::GCollaborativeFilter | inline |
serialize(GDom *pDoc) const | GClasses::GInstanceRecommender | virtual |
setMetric(GSparseSimilarity *pMetric, bool own) | GClasses::GInstanceRecommender | |
setSigWeight(size_t sig) | GClasses::GInstanceRecommender | inline |
test() | GClasses::GInstanceRecommender | static |
train(GMatrix &data) | GClasses::GInstanceRecommender | virtual |
trainAndTest(GMatrix &train, GMatrix &test, double *pOutMAE=NULL) | GClasses::GCollaborativeFilter | |
trainDenseMatrix(const GMatrix &data, const GMatrix *pLabels=NULL) | GClasses::GCollaborativeFilter | |
~GCollaborativeFilter() | GClasses::GCollaborativeFilter | inlinevirtual |
~GInstanceRecommender() | GClasses::GInstanceRecommender | virtual |