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researcher

R. Burduk

5 papers hereh-index 10428 citations111 works total

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

author position
  • sole author2
  • last author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG5

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedCombination of linear classifiers using score function -- analysis of possible combination strategies

7 citations · 15 across the 5 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 6 cited

Linear Classifier Combination via Multiple Potential Functions

Pawel Trajdos, Robert Burduk

A vital aspect of the classification based model construction process is the calibration of the scoring function. One of the weaknesses of the calibration process is that it does n…

cs.LG2020★ 2 cited

Classification Performance Metric for Imbalance Data Based on Recall and Selectivity Normalized in Class Labels

Robert Burduk

In the classification of a class imbalance dataset, the performance measure used for the model selection and comparison to competing methods is a major issue. In order to overcome…

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