Other packages > Find by keyword >

conTree  

Contrast Trees and Boosting
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("conTree", "0.3-1")



Attach the package and use:
library("conTree")
Maintained by
Balasubramanian Narasimhan
[Scholar Profile | Author Map]
First Published: 2023-06-07
Latest Update: 2023-11-22
Description:
Contrast trees represent a new approach for assessing the accuracy of many types of machine learning estimates that are not amenable to standard (cross) validation methods; see "Contrast trees and distribution boosting", Jerome H. Friedman (2020) . In situations where inaccuracies are detected, boosted contrast trees can often improve performance. Functions are provided to to build such trees in addition to a special case, distribution boosting, an assumption free method for estimating the full probability distribution of an outcome variable given any set of joint input predictor variable values.
How to cite:
Balasubramanian Narasimhan (2023). conTree: Contrast Trees and Boosting. R package version 0.3-1, https://cran.r-project.org/web/packages/conTree. Accessed 05 May. 2025.
Previous versions and publish date:
0.3 (2023-06-07 15:20)
Other packages that cited conTree R package
View conTree citation profile
Other R packages that conTree depends, imports, suggests or enhances
Complete documentation for conTree
Functions, R codes and Examples using the conTree R package
Some associated functions: Fortran_details . age_data . air_quality . census . conTree-package . contrast . getnodes . lofcurve . nodesum . predtrast . prune . prune.seq . save_rfun . treesum . xval . ydist . 
Some associated R codes: contrast.R . contree-package.R . data.R . params.R . save_rfun.R .  Full conTree package functions and examples
Downloads during the last 30 days
04/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/04Downloads for conTree2468101214161820TrendBars

Today's Hot Picks in Authors and Packages

aspline  
Spline Regression with Adaptive Knot Selection
Perform one-dimensional spline regression with automatic knot selection. This package uses a penali ...
Download / Learn more Package Citations See dependency  
frailtypack  
Shared, Joint (Generalized) Frailty Models; Surrogate Endpoints
The following several classes of frailty models using a penalized likelihood estimation on the hazar ...
Download / Learn more Package Citations See dependency  
ClickHouseHTTP  
A Simple HTTP Database Interface to 'ClickHouse'
'ClickHouse' () is an open-source, high performance columnar OLAP (online ...
Download / Learn more Package Citations See dependency  
affinitymatrix  
Estimation of Affinity Matrix
Tools to study sorting patterns in matching markets and to estimate the affinity matrix of both the ...
Download / Learn more Package Citations See dependency  
helloJavaWorld  
Hello Java World
A dummy package to demonstrate how to interface to a jar file that resides inside an R package. ...
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  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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