Uses of Class
es.upm.etsisi.cf4j.recommender.knn.userSimilarityMetric.UserSimilarityMetric
-
Packages that use UserSimilarityMetric Package Description es.upm.etsisi.cf4j.recommender.knn This package contains the implementation of different knn based collaborative filtering recommenders.es.upm.etsisi.cf4j.recommender.knn.userSimilarityMetric This package contains different implementations of user-to-user similarity metric used in the user-to-user knn based collaborative filtering algorithm. -
-
Uses of UserSimilarityMetric in es.upm.etsisi.cf4j.recommender.knn
Fields in es.upm.etsisi.cf4j.recommender.knn declared as UserSimilarityMetric Modifier and Type Field Description protected UserSimilarityMetric
UserKNN. metric
Similarity metric to compute the similarity between two usersConstructors in es.upm.etsisi.cf4j.recommender.knn with parameters of type UserSimilarityMetric Constructor Description UserKNN(DataModel datamodel, int numberOfNeighbors, UserSimilarityMetric metric, UserKNN.AggregationApproach aggregationApproach)
Recommender constructor -
Uses of UserSimilarityMetric in es.upm.etsisi.cf4j.recommender.knn.userSimilarityMetric
Subclasses of UserSimilarityMetric in es.upm.etsisi.cf4j.recommender.knn.userSimilarityMetric Modifier and Type Class Description class
AdjustedCosine
Implements traditional Adjusted Cosine as CF similarity metric.class
CJMSD
Implements the following CF similarity metric: Bobadilla, J., Ortega, F., Hernando, A., & Arroyo, A. (2012).class
Correlation
Implements traditional Pearson Correlation as CF similarity metric.class
CorrelationConstrained
Implements traditional Pearson Correlation Constrained as CF similarity metric.class
Cosine
Implements traditional Cosine as CF similarity metric.class
Jaccard
Implements traditional Jaccard Index as CF similarity metric.class
JMSD
Implements the following CF similarity metric: Bobadilla, J., Serradilla, F., & Bernal, Jclass
MSD
Implements traditional MSD as CF similarity metric.class
PIP
Implements the following CF similarity metric: Ahn, H.class
Singularities
Implements the following CF similarity metric: Bobadilla, J., Ortega, F., & Hernando, Aclass
SpearmanRank
Implements traditional Spearman Rank as CF similarity metric.
-