R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
recometrics
View on CRAN: Click
here
Download and install recometrics package within the R console
Install from CRAN:
install.packages("recometrics")
Install from Github:
library("remotes")
install_github("cran/recometrics")
Install by package version:
library("remotes")
install_version("recometrics", "0.1.6-3")
Attach the package and use:
library("recometrics")
Maintained by
David Cortes
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.recometrics . https://github.com/david-cortes/recometrics/issues . https://github.com/david-cortes/recometrics . recometrics results . recometrics.pdf . recometrics_0.1.6-3.tar.gz . recometrics_0.1.6-3.zip . recometrics_0.1.6-3.zip . recometrics_0.1.6-3.zip . recometrics_0.1.6-3.tgz . recometrics_0.1.6-3.tgz . recometrics_0.1.6-3.tgz . recometrics_0.1.6-3.tgz . recometrics_0.1.6-3.tgz . recometrics_0.1.6-3.tgz . recometrics archive . https://CRAN.R-project.org/package=recometrics .
First Published: 2021-07-15
Latest Update: 2023-02-19
Description:
Calculates evaluation metrics for implicit-feedback recommender systems
that are based on low-rank matrix factorization models, given the fitted model
matrices and data, thus allowing to compare models from a variety of libraries.
Metrics include P@K (precision-at-k, for top-K recommendations), R@K (recall at k),
AP@K (average precision at k), NDCG@K (normalized discounted cumulative gain at k),
Hit@K (from which the 'Hit Rate' is calculated), RR@K (reciprocal rank at k, from
which the 'MRR' or 'mean reciprocal rank' is calculated), ROC-AUC (area under the
receiver-operating characteristic curve), and PR-AUC (area under the
precision-recall curve).
These are calculated on a per-user basis according to the ranking of items induced
by the model, using efficient multi-threaded routines. Also provides functions
for creating train-test splits for model fitting and evaluation.
How to cite:
David Cortes (2021). recometrics: Evaluation Metrics for Implicit-Feedback Recommender Systems. R package version 0.1.6-3, https://cran.r-project.org/web/packages/recometrics. Accessed 03 Apr. 2025.
Previous versions and publish date:
Other packages that cited recometrics R package
View recometrics citation profile
Other R packages that recometrics depends,
imports, suggests or enhances
Complete documentation for recometrics
Functions, R codes and Examples using
the recometrics R package
Some associated functions: calc.reco.metrics . create.reco.train.test .
Some associated R codes: RcppExports.R . recometrics.R . Full recometrics package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
automl
Fits from simple regression to highly customizable deep neural networks
either with gradient descen ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Alex Boulangé (view profile)
RobustANOVA
Robust tests (RW, RPB and RGF) are provided for testing the equality of several long-tailed symmetri ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gamze Guven (view profile)
RPMG
Really Poor Man's Graphical User Interface, used to create interactive R analysis sessions with simp ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jonathan M. Lees (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
RZooRoH
Functions to identify Homozygous-by-Descent (HBD) segments associated with runs of homozygosity (ROH ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tom Druet (view profile)
RI2by2
Computes attributable effects based confidence interval, permutation test confidence interval, or as ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Joseph Rigdon (view profile)
23,990
R Packages
207,311
Dependencies
64,809
Author Associations
23,991
Publication Badges
