Research index
ALEPython
Kuhn-Regnier, Jumelle, Rajaratnam
Spiral (Imperial College London)5 May 2021Open access
NobleIDark:/48914/w1/20261004/7549D2E1DOI10.5281/zenodo.4168290
Open access
ALEPython
Kuhn-Regnier, Jumelle, Rajaratnam · Spiral (Imperial College London) · 2021
NobleIDark:/48914/w1/20261004/7549D2E1DOI10.5281/zenodo.4168290
Free to read at the publisher
You can read the abstract here, or the full text at the publisher.
Abstract
Calculation of ALEs (Accumulated Local Effects) in one and two dimensions. This is a robust technique - given correlated features - allowing for the visualisation of relationships fitted by machine learning models. The code can calculate and plot ALEs and approximate uncertainties.