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evalModel-class

Evaluation model.


Description

Class that contains the data and a distribution of the uniform distribution of ratings onto k-folds.

Details

The fold_indices list contains the indexes to access the dataset on one dimension. A matrix can be addressed as a one dimensional array, considered as an extension of each column after another. E.g: in a matrix M with 10 rows and 20 columns, M[10] == M[10, 1]; M[12] == M[2,2].

Slots

data:

the dataset, class "matrix".

folds:

number of k - folds, class "numeric".

fold_indices:

a list with k slots, each slot represents a fold and contains the index of items assigned to that fold, class "list".

fold_indices_x_user:

a list that specifies specifically for each user the distribution of the items in the folds, class "list".

Methods

show

signature(object = "evalModel")


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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