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ECoL
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]
[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 22 Dec. 2024.
Other packages that cited ECoL R package
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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
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