Package: bsnsing
Type: Package
Title: Build Decision Trees with Optimal Multivariate Splits
Version: 1.0.1
Author: Yanchao Liu
Maintainer: Yanchao Liu <yanchaoliu@wayne.edu>
Description: Functions for training an optimal decision tree classifier, making predictions and generating latex code for plotting. Works for two-class and multi-class classification problems. The algorithm seeks the optimal Boolean rule consisting of multiple variables to split a node, resulting in shorter trees. Use bsnsing() to build a tree, predict() to make predictions and plot() to plot the tree into latex and PDF. See Yanchao Liu (2022) <arXiv:2205.15263> for technical details. Source code and more data sets are at <https://github.com/profyliu/bsnsing/>.
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1
Imports: methods, Rcpp (>= 1.0.3)
Suggests: C50, party, rpart, tree
LinkingTo: Rcpp
NeedsCompilation: yes
Packaged: 2022-07-03 15:16:04 UTC; gn0061
Repository: CRAN
Date/Publication: 2022-07-03 18:40:02 UTC
Built: R 4.3.3; aarch64-apple-darwin20; 2025-01-24 05:06:52 UTC; unix
Archs: bsnsing.so.dSYM
