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cs.LG2022★ 4 cited
Powershap: A Power-full Shapley Feature Selection Method
Jarne Verhaeghe, Jeroen Van Der Donckt, Femke Ongenae +1
Feature selection is a crucial step in developing robust and powerful machine learning models. Feature selection techniques can be divided into two categories: filter and wrapper m…
cs.LG2021
tsflex: flexible time series processing & feature extraction
Jonas Van Der Donckt, Jeroen Van Der Donckt, Emiel Deprost +1
Time series processing and feature extraction are crucial and time-intensive steps in conventional machine learning pipelines. Existing packages are limited in their applicability,…