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
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
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

ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns