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researcher

K. Woźnica

3 papers hereh-index 8212 citations31 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG3

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedTriplot: model agnostic measures and visualisations for variable importance in predictive models that take into account the hierarchical correlation structure

5 citations · 11 across the 3 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 4 cited

EPP: interpretable score of model predictive power

Alicja Gosiewska, Mateusz Bakala, Katarzyna Woznica +2

The most important part of model selection and hyperparameter tuning is the evaluation of model performance. The most popular measures, such as AUC, F1, ACC for binary classificati…

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