Description
Classifying High-Dimensional Phenotypes with Ensemble Learning.
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.
README.md
pheble
pheble is a software package for classifying high-dimensional phenotypes with ensemble learning.
To install the current pheble R package from CRAN:
Within R:
install.packages("pheble")
To install the current pheble R package from Github using devtools:
Within R:
install.packages("devtools")
devtools::devtools::install_github(“jaydevine/pheble”)
For any questions, you can contact the author via email: [email protected].