Other packages > Find by keyword >

IntegratedMRF  

Integrated Prediction using Uni-Variate and Multivariate Random Forests
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("IntegratedMRF", "1.1.9")



Attach the package and use:
library("IntegratedMRF")
Maintained by
Raziur Rahman
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-04-16
Latest Update:
Description:
An implementation of a framework for drug sensitivity prediction from various genetic characterizations using ensemble approaches. Random Forests or Multivariate Random Forest predictive models can be generated from each genetic characterization that are then combined using a Least Square Regression approach. It also provides options for the use of different error estimation approaches of Leave-one-out, Bootstrap, N-fold cross validation and 0.632+Bootstrap along with generation of prediction confidence interval using Jackknife-after-Bootstrap approach.
How to cite:
Raziur Rahman (2016). IntegratedMRF: Integrated Prediction using Uni-Variate and Multivariate Random Forests. R package version 1.1.9, https://cran.r-project.org/web/packages/IntegratedMRF. Accessed 05 Jun. 2026.
Previous versions and publish date:
1.0 (2016-04-16 04:32), 1.1.4 (2016-07-22 22:42), 1.1.5 (2016-08-10 21:28), 1.1.8 (2017-06-22 22:36), 1.1.9 (2018-07-05 22:30)
Other packages that cited IntegratedMRF R package
View IntegratedMRF citation profile
Other R packages that IntegratedMRF depends, imports, suggests or enhances
Complete documentation for IntegratedMRF
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
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  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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