lpfgarcia/ECoL: Complexity Measures for Classification Problems

Provides measures to characterize the complexity of classification problems based on the ambiguity and the separation between the classes and the data 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 paper: Tin Ho and Mitra Basu (2002) <doi:10.1109/34.990132>.

Getting started

Package details

AuthorLuis Garcia [aut, cre], Ana Lorena [aut, ctb], Jens Lehmann [aut]
MaintainerLuis Garcia <[email protected]>
LicenseMIT + file LICENSE
URL https://github.com/SmartDataAnalytics/ECoL/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
lpfgarcia/ECoL documentation built on April 12, 2018, 8:22 p.m.