Other packages > Find by keyword >

pheble  

Classifying High-Dimensional Phenotypes with Ensemble Learning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pheble", "0.1.0")



Attach the package and use:
library("pheble")
Maintained by
Jay Devine
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-05-17
Latest Update:
Description:
A system for binary and multi-class classification of high-dimensional phenotypic data using ensemble learning. By combining predictions from different classification models, this package attempts to improve performance over individual learners. The pre-processing, training, validation, and testing are performed end-to-end to minimize user input and simplify the process of classification.
How to cite:
Jay Devine (2023). pheble: Classifying High-Dimensional Phenotypes with Ensemble Learning. R package version 0.1.0, https://cran.r-project.org/web/packages/pheble. Accessed 09 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:41), 0.1.0 (2023-05-17 10:50)
Other packages that cited pheble R package
View pheble citation profile
Other R packages that pheble depends, imports, suggests or enhances
Complete documentation for pheble
Functions, R codes and Examples using the pheble R package
Some associated functions: Global-variables. . ph_anomaly . ph_crocs . ph_ctrl . ph_ensemble . ph_equate . ph_eval . ph_iqr . ph_outs . ph_prep . ph_stickleback . ph_train . reexports . 
Some associated R codes: data.R . ph_ctrl.R . ph_ensemble.R . ph_equate.R . ph_eval.R . ph_globals.R . ph_outs.R . ph_prep.R . ph_train.R .  Full pheble package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

recogito  
Interactive Annotation of Text and Images
Annotate text with entities and the relations between them. Annotate areas of interest in images wit ...
Download / Learn more Package Citations See dependency  
survivalROC  
Time-Dependent ROC Curve Estimation from Censored Survival Data
Compute time-dependent ROC curve from censored survival data using Kaplan-Meier (KM) or Nearest Neig ...
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  
SubTite  
Subgroup Specific Optimal Dose Assignment
Chooses subgroup specific optimal doses in a phase I dose finding clinical trial allowing for subgro ...
Download / Learn more Package Citations See dependency  
rcites  
R Interface to the Species+ Database
A programmatic interface to the Species+ database via the Species+/CITES ...
Download / Learn more Package Citations See dependency  

28,194

R Packages

239,283

Dependencies

74,752

Author Associations

28,084

Publication Badges

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