Other packages > Find by keyword >

rrecsys  

Environment for Evaluating Recommender Systems
View on CRAN: Click here


Download and install rrecsys package within the R console
Install from CRAN:
install.packages("rrecsys")

Install from Github:
library("remotes")
install_github("cran/rrecsys")

Install by package version:
library("remotes")
install_version("rrecsys", "0.9.7.3.1")



Attach the package and use:
library("rrecsys")
Maintained by
Ludovik Çoba
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-04-05
Latest Update: 2019-06-09
Description:
Processes standard recommendation datasets (e.g., a user-item rating matrix) as input and generates rating predictions and lists of recommended items. Standard algorithm implementations which are included in this package are the following: Global/Item/User-Average baselines, Weighted Slope One, Item-Based KNN, User-Based KNN, FunkSVD, BPR and weighted ALS. They can be assessed according to the standard offline evaluation methodology (Shani, et al. (2011) ) for recommender systems using measures such as MAE, RMSE, Precision, Recall, F1, AUC, NDCG, RankScore and coverage measures. The package (Coba, et al.(2017) ) is intended for rapid prototyping of recommendation algorithms and education purposes.
How to cite:
Ludovik Çoba (2016). rrecsys: Environment for Evaluating Recommender Systems. R package version 0.9.7.3.1, https://cran.r-project.org/web/packages/rrecsys. Accessed 03 Dec. 2024.
Previous versions and publish date:
0.9.2 (2016-04-05 00:08), 0.9.5.1 (2016-06-14 20:34), 0.9.5.3 (2016-06-21 19:57), 0.9.5.4 (2016-06-27 17:31), 0.9.5 (2016-06-01 00:11), 0.9.7.1 (2017-08-18 17:24), 0.9.7.2 (2017-11-16 16:54), 0.9.7.3 (2018-02-10 15:44)
Other packages that cited rrecsys R package
View rrecsys citation profile
Other R packages that rrecsys depends, imports, suggests or enhances
Complete documentation for rrecsys
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

CRANsearcher  
RStudio Addin for Searching Packages in CRAN Database Based on Keywords
One of the strengths of R is its vast package ecosystem. Indeed, R packages extend from visualizatio ...
Download / Learn more Package Citations See dependency  
donut  
Nearest Neighbour Search with Variables on a Torus
Finds the k nearest neighbours in a dataset of specified points, adding the option to wrap certain ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
EDOtrans  
Euclidean Distance-Optimized Data Transformation
A data transformation method which takes into account the special property of scale non-invariance w ...
Download / Learn more Package Citations See dependency  
telemac  
R Interface to the TELEMAC Model Suite
An R interface to the TELEMAC suite for modelling of free surface flow. This includes methods for m ...
Download / Learn more Package Citations See dependency  
FSInteract  
Fast Searches for Interactions
Performs fast detection of interactions in large-scale data using the method of random intersection ...
Download / Learn more Package Citations See dependency  

23,310

R Packages

200,798

Dependencies

63,203

Author Associations

23,278

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA