NHEMOtree: Non-hierarchical evolutionary multi-objective tree learner to perform cost-sensitive classification
Version 1.0

NHEMOtree performs cost-sensitive classification by solving the two-objective optimization problem of minimizing misclassification rate and minimizing total costs for classification. The three methods comprised in NHEMOtree are based on EMOAs with either tree representation or bitstring representation with an enclosed classification tree algorithm.

Getting started

Package details

AuthorSwaantje Casjens
Date of publication2013-05-09 15:46:02
MaintainerSwaantje Casjens <swaantje.casjens@tu-dortmund.de>
LicenseGPL-3
Version1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("NHEMOtree")

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NHEMOtree documentation built on May 29, 2017, 9:26 p.m.