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wALSclass

Weighted Alternating Least Squares based model.


Description

Container for the model learned using any weighted Alternating Least Squares based algorithm.

Slots

alg:

The algorithm denominator, of class "character".

data:

the dataset used for training the model, class "matrix".

factors:

user(U) and items(V) factors, class "list".

weightScheme:

The weighting scheme used in updating the factors, class "matrix".

parameters:

the parameters(such as number of factors k, learning rate lambda, number of iterations until convergence and the weighting scheme) used in the model, class "list".

Methods

show

signature(object = "wALSclass")

See Also


rrecsys

Environment for Evaluating Recommender Systems

v0.9.7.3.1
GPL-3
Authors
Ludovik Çoba [aut, cre, cph], Markus Zanker [ctb], Panagiotis Symeonidis [ctb]
Initial release
2018-02-10

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