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researcher

Sofie Van Hoecke

10 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author9

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.HC4
  • cs.LG3
  • cs.CE1
  • cs.GR1
  • stat.ML1
ORCID 0000-0002-7865-6793

identity via Semantic Scholar / OpenAlex

activity
20142024
most citedGENESIM: genetic extraction of a single, interpretable model

25 citations · 41 across the 10 of their papers we have counts for

collaborators
Showing 2016 · stat.MLShow all

1 paper · 2 filters

stat.ML2016★ 25 cited

GENESIM: genetic extraction of a single, interpretable model

Gilles Vandewiele, Olivier Janssens, Femke Ongenae +2

Models obtained by decision tree induction techniques excel in being interpretable.However, they can be prone to overfitting, which results in a low predictive performance. Ensembl…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.