ALEPython
Author(s)
Kuhn-Regnier, Alexander
Jumelle, Maxime
Rajaratnam, Sanjif
Type
Software / Code
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.
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.
Version
0.5.5
Date Issued
2021-05-05
Citation
2021
Copyright Statement
https://opensource.org/licenses/Apache-2.0
Subjects
ALEPython