This package includes a trichotomous classification algorithm to classify a training dataset into two groups. The algorithm produces a tree of which each knot has three splits; a "positive" split, a "negative" split, and a "middle" split. The middle split will be further subdivided into three splits until a stopping criterion is met. The package generates an object of class "trictree" which can be used to generate summary results using generic functions. The package also includes a prediction function which can be used to apply the estimated trichotomous classification tree to a new testing dataset.
Package details |
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Author | "Yan Sun <yansun414@gmail.com> [cre, aut]" "Yanke Zhu <zhuyanke@163.com> [aut]" "Tao Liu <tliu@stat.brown.edu> [aut, cre]" |
Maintainer | Tao Liu <tliu@stat.brown.edu> |
License | MIT + file LICENSE |
Version | 0.1.0 |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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