cipred

Non-parametric error prediction with random forest model in python.

install from Pypi

pip install cipred

install from source

cd /tmp
git clone https://github.com/j-m-l-e-u/cipred_pkg.git
cd cipred_pkg
pip3 install .

Package cipred has been tested on python 3.8 and 3.9

References

• A Unified Framework for Random Forest Prediction Error Estimation, and

• Error Prediction of Air Quality at Monitoring Stations Using Random Forest in a Total Error Framework.

For R users

Please use the R-package forestError.