Conformal Floating Feature Selection

Authors: Farnoosh Abbas-Aghababazadeh, Kewei Ni, Marcos López De Castro, Ruben Armañanzas Arnedillo

Contact: farnoosh.abbasaghababazadeh@uhn.ca, kewei.ni@uhn.ca, mlopezdecas@unav.es, rarmananzas@unav.es

Description: Conformal prediction–driven feature selection for accurate, interpretable models, with applications in immuno-oncology datasets.

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Set Up

Prerequisites

Pixi is required to run this project. If you haven't installed it yet, follow these instructions

Installation

1. Clone this repository to your local machine
2. Navigate to the project directory
3. Set up the environment using Pixi:

pixi install

Documentation

Click here to view the full documentation.