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NHEMOtree: Non-hierarchical evolutionary multi-objective tree learner to perform cost-sensitive classification
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
Browse package contents
Package details |
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| Author | Swaantje Casjens |
| Maintainer | Swaantje Casjens <swaantje.casjens@tu-dortmund.de> |
| License | GPL-3 |
| Version | 1.0 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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Try the NHEMOtree package in your browser
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