Other packages > Find by keyword >

classmap  

Visualizing Classification Results
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("classmap", "1.2.3")



Attach the package and use:
library("classmap")
Maintained by
Jakob Raymaekers
[Scholar Profile | Author Map]
First Published: 2021-05-10
Latest Update: 2023-04-23
Description:
Tools to visualize the results of a classification of cases. The graphical displays include stacked plots, silhouette plots, quasi residual plots, and class maps. Implements the techniques described and illustrated in Raymaekers, Rousseeuw and Hubert (2021), Class maps for visualizing classification results, Technometrics, appeared online. (open access) and Raymaekers and Rousseeuw (2021), Silhouettes and quasi residual plots for neural nets and tree-based classifiers, . Examples can be found in the vignettes: "Discriminant_analysis_examples","K_nearest_neighbors_examples", "Support_vector_machine_examples", "Rpart_examples", "Random_forest_examples", and "Neural_net_examples".
How to cite:
Jakob Raymaekers (2021). classmap: Visualizing Classification Results. R package version 1.2.3, https://cran.r-project.org/web/packages/classmap. Accessed 06 Apr. 2025.
Previous versions and publish date:
1.0.0 (2021-05-10 09:52), 1.1.0 (2021-06-27 16:50), 1.1.1 (2021-07-25 15:40), 1.2.0 (2022-01-09 23:22)
Other packages that cited classmap R package
View classmap citation profile
Other R packages that classmap depends, imports, suggests or enhances
Complete documentation for classmap
Downloads during the last 30 days
03/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/05Downloads for classmap0510152025303540TrendBars

Today's Hot Picks in Authors and Packages

spCP  
Spatially Varying Change Points
Implements a spatially varying change point model with unique intercepts, slopes, variance intercep ...
Download / Learn more Package Citations See dependency  
danstat  
R Client for the Statistics Denmark Databank API
The purpose of the package is to enable an R function interface into the Statistics Denmark Databank ...
Download / Learn more Package Citations See dependency  
FuzzyQ  
Fuzzy Quantification of Common and Rare Species
Fuzzy clustering of species in an ecological community as common or rare based on their abundance a ...
Download / Learn more Package Citations See dependency  
listarrays  
A Toolbox for Working with R Arrays in a Functional Programming Style
A toolbox for R arrays. Flexibly split, bind, reshape, modify, subset and name arrays. ...
Download / Learn more Package Citations See dependency  
ider  
Various Methods for Estimating Intrinsic Dimension
An implementation of various methods for estimating intrinsic dimension of vector-valued dataset or ...
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  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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