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 15 Jul. 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), (2026-07-09 08:07)
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

binhf  
Haar-Fisz Functions for Binomial Data
Binomial Haar-Fisz transforms for Gaussianization as in Nunes and Nason (2009). ...
Download / Learn more Package Citations See dependency  
gamlss.add  
Extra Additive Terms for Generalized Additive Models for Location Scale and Shape
Interface for extra smooth functions including tensor products, neural networks and decision trees. ...
Download / Learn more Package Citations See dependency  
PermAlgo  
Permutational Algorithm to Simulate Survival Data
This version of the permutational algorithm generates a dataset in which event and censoring times ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
footBayes  
Fitting Bayesian and MLE Football Models
This is the first package allowing for the estimation, visualization and prediction of the most wel ...
Download / Learn more Package Citations See dependency  
gscaLCA  
Generalized Structure Component Analysis- Latent Class Analysis & Latent Class Regression
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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