Other packages > Find by keyword >

ECoL  

Complexity Measures for Supervised Problems
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ECoL", "0.3.0")



Attach the package and use:
library("ECoL")
Maintained by
Luis Garcia
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-22
Latest Update: 2019-11-05
Description:
Provides measures to characterize the complexity of classification and regression problems based on aspects that quantify the linearity of the data, the presence of informative feature, the sparsity and dimensionality of the datasets. This package provides bug fixes, generalizations and implementations of many state of the art measures. The measures are described in the papers: Lorena et al. (2019) and Lorena et al. (2018) .
How to cite:
Luis Garcia (2018). ECoL: Complexity Measures for Supervised Problems. R package version 0.3.0, https://cran.r-project.org/web/packages/ECoL. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.1.0 (2018-01-22 15:53), 0.2.0 (2019-02-26 22:10)
Other packages that cited ECoL R package
View ECoL citation profile
Other R packages that ECoL depends, imports, suggests or enhances
Complete documentation for ECoL
Functions, R codes and Examples using the ECoL R package
Some associated functions: balance . complexity . correlation . dimensionality . linearity . neighborhood . network . overlapping . smoothness . summarization . 
Some associated R codes: balance.R . complexity.R . correlation.R . dimensionality.R . internal.R . linearity.R . neighborhood.R . network.R . overlapping.R . smoothness.R . summarization.R .  Full ECoL package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
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  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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