Other packages > Find by keyword >

CaseBasedReasoning  

Case Based Reasoning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CaseBasedReasoning", "0.3")



Attach the package and use:
library("CaseBasedReasoning")
Maintained by
Simon Mueller
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-06-12
Latest Update: 2023-05-02
Description:
Case-based reasoning is a problem-solving methodology that involves solving a new problem by referring to the solution of a similar problem in a large set of previously solved problems. The key aspect of Case Based Reasoning is to determine the problem that "most closely" matches the new problem at hand. This is achieved by defining a family of distance functions and using these distance functions as parameters for local averaging regression estimates of the final result. The optimal distance function is chosen based on a specific error measure used in regression estimation. This approach allows for efficient problem-solving by leveraging past experiences and adapting solutions from similar cases. The underlying concept is inspired by the work of Dippon J. (2002) .
How to cite:
Simon Mueller (2018). CaseBasedReasoning: Case Based Reasoning. R package version 0.3, https://cran.r-project.org/web/packages/CaseBasedReasoning. Accessed 12 Mar. 2026.
Previous versions and publish date:
0.1 (2018-06-12 12:34), 0.3 (2023-05-02 10:40), 0.4 (2026-02-26 09:50)
Other packages that cited CaseBasedReasoning R package
View CaseBasedReasoning citation profile
Other R packages that CaseBasedReasoning depends, imports, suggests or enhances
Complete documentation for CaseBasedReasoning
Functions, R codes and Examples using the CaseBasedReasoning R package
Full CaseBasedReasoning package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sloop  
Helpers for 'OOP' in R
A collection of helper functions designed to help you to better understand object oriented programmi ...
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  
impactflu  
Quantification of Population-Level Impact of Vaccination
Implements the compartment model from Tokars (2018) . This ena ...
Download / Learn more Package Citations See dependency  
threewords  
Represent Precise Coordinates in Three Words
A connector to the 'What3Words' (http://what3words.co ...
Download / Learn more Package Citations See dependency  
funnelR  
Funnel Plots for Proportion Data
A set of simplified functions for creating funnel plots for proportion data. This package supports u ...
Download / Learn more Package Citations See dependency  
riskCommunicator  
G-Computation to Estimate Interpretable Epidemiological Effects
Estimates flexible epidemiological effect measures including both differences and ratios using the p ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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