13 citations · 19 across the 5 of their papers we have counts for
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stat.ML2021★ 3 cited
From global to local MDI variable importances for random forests and when they are Shapley values
Antonio Sutera, Gilles Louppe, Van Anh Huynh-Thu +2
Random forests have been widely used for their ability to provide so-called importance measures, which give insight at a global (per dataset) level on the relevance of input variab…
stat.ML2021★ 3 cited
Importance measures derived from random forests: characterisation and extension
Antonio Sutera
Nowadays new technologies, and especially artificial intelligence, are more and more established in our society. Big data analysis and machine learning, two sub-fields of artificia…