pheble: Classifying High-Dimensional Phenotypes with Ensemble Learning

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.

Getting started

Package details

AuthorJay Devine [aut, cre, cph], Bened'ikt Hallgrimsson [aut]
MaintainerJay Devine <jay.devine1@ucalgary.ca>
LicenseGPL (>= 3)
Version0.1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("pheble")

Try the pheble package in your browser

Any scripts or data that you put into this service are public.

pheble documentation built on May 31, 2023, 9:21 p.m.