Other packages > Find by keyword >

bsnsing  

Build Decision Trees with Optimal Multivariate Splits
View on CRAN: Click here


Download and install bsnsing package within the R console
Install from CRAN:
install.packages("bsnsing")

Install from Github:
library("remotes")
install_github("cran/bsnsing")

Install by package version:
library("remotes")
install_version("bsnsing", "1.0.1")



Attach the package and use:
library("bsnsing")
Maintained by
Yanchao Liu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-07-03
Latest Update: 2022-07-03
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) for technical details. Source code and more data sets are at .
How to cite:
Yanchao Liu (2022). bsnsing: Build Decision Trees with Optimal Multivariate Splits. R package version 1.0.1, https://cran.r-project.org/web/packages/bsnsing. Accessed 21 Nov. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited bsnsing R package
View bsnsing citation profile
Other R packages that bsnsing depends, imports, suggests or enhances
Complete documentation for bsnsing
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA