Other packages > Find by keyword >

basemodels  

Baseline Models for Classification and Regression
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]
All associated links for this package
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 26 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:20), 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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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