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
basemodels
View on CRAN: Click
here
Download and install basemodels package within the R console
Install from CRAN:
install.packages("basemodels")
Install from Github:
library("remotes")
install_github("cran/basemodels")
Install by package version:
library("remotes")
install_version("basemodels", "1.1.0")
Attach the package and use:
library("basemodels")
Maintained by
Ying-Ju Chen
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.basemodels . https://github.com/Ying-Ju/basemodels . basemodels citation info . basemodels results . basemodels.pdf . Introduction to basemodels . basemodels_1.1.0.tar.gz . basemodels_1.1.0.zip . basemodels_1.1.0.zip . basemodels_1.1.0.zip . basemodels_1.1.0.tgz . basemodels_1.1.0.tgz . basemodels_1.1.0.tgz . basemodels_1.1.0.tgz . basemodels archive . https://CRAN.R-project.org/package=basemodels .
First Published: 2023-06-16
Latest Update: 2023-08-09
Description:
Providing equivalent functions for the dummy
classifier and regressor used in 'Python' 'scikit-learn' library. Our goal
is to allow R users to easily identify baseline performance for their
classification and regression problems. Our baseline models use no
predictors, and are useful in cases of class imbalance, multiclass
classification, and when users want to quickly identify how much
improvement their statistical and machine learning models are over several
baseline models. We use a "better" default (proportional guessing) for
the dummy classifier than the 'Python' implementation ("prior", which is
the most frequent class in the training set). The functions in the
package can be used on their own, or introduce methods named
'dummy_regressor' or 'dummy_classifier' that can be used within the
caret package pipeline.
How to cite:
Ying-Ju Chen (2023). basemodels: Baseline Models for Classification and Regression. R package version 1.1.0, https://cran.r-project.org/web/packages/basemodels. Accessed 07 May. 2025.
Previous versions and publish date:
1.0.0 (2023-06-16 11:10)
Other packages that cited basemodels R package
View basemodels citation profile
Other R packages that basemodels depends,
imports, suggests or enhances
Complete documentation for basemodels
Functions, R codes and Examples using
the basemodels R package
Some associated functions: dummyClassifier . dummyRegressor . dummy_classifier . dummy_classifier_caret . dummy_regressor . dummy_regressor_caret . predict_dummy_classifier . predict_dummy_regressor . predict_proba .
Some associated R codes: dummy_classifier.R . dummy_classifier_caret.R . dummy_regressor.R . dummy_regressor_caret.R . methods.R . predict_dummy_classifier.R . predict_dummy_regressor.R . predict_proba.R . Full basemodels package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
humanize
An almost direct port of the 'python' 'humanize' package .
Thi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gerry Manoim (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
aroma.affymetrix
A cross-platform R framework that facilitates processing of any number of Affymetrix microarray samp ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Henrik Bengtsson (view profile)
funLBM
The funLBM algorithm allows to simultaneously cluster the rows and the columns of a data matrix wher ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Charles Bouveyron (view profile)
MLDS
Difference scaling is a method for scaling perceived
supra-threshold differences. The package cont ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kenneth Knoblauch (view profile)
24,205
R Packages
207,311
Dependencies
65,312
Author Associations
24,206
Publication Badges
