Jarmo Mäkelä

SLISEMAP: Combining Supervised Dimensionality Reduction with Local Explanations

2023 · Lecture notes in computer science

Abstract We introduce a Python library, called slisemap , that contains a supervised dimensionality reduction method that can be used for global explanation of black box regression or classification models. slisemap takes a data matrix …