FeatBoost

Python implementation of FeatBoost. See the paper for details.

Demo

This demo compares featboost to feature ranking of XGBoost on the Madelon benchmark dataset.

Usage

pip install git+https://github.com/amjams/FeatBoost.git

Or just clone the repo (recommended for now)

git clone https://github.com/amjams/FeatBoost.git

Basic usage of the model (see the demo above for more details).

from featboost import FeatBoostClassifier

clf = FeatBoostClassifier()
clf.fit(X, y)
clf.feature_importances_