CRAN/E | ECoL

ECoL

Complexity Measures for Supervised Problems

Installation

About

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) doi:10.1145/3347711 and Lorena et al. (2018) doi:10.1007/s10994-017-5681-1.

github.com/lpfgarcia/ECoL/
Bug report File report

Key Metrics

Version 0.3.0
Published 2019-11-05 1627 days ago
Needs compilation? no
License MIT
License File
CRAN checks ECoL results

Downloads

Yesterday 8
Last 7 days 20 -23%
Last 30 days 147 -5%
Last 90 days 695 +29%
Last 365 days 3.939 +29%

Maintainer

Maintainer

Luis Garcia

lpfgarcia@icmc.usp.br

Authors

Luis Garcia

aut / cre

Ana Lorena

aut / ctb

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ECoL archive

Imports

cluster
e1071
FNN
igraph
MASS

Suggests

testthat

Reverse Imports

mfe