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researcher

J. Balayla

10 papers hereh-index 232.2k citations109 works total

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

author position
  • sole author10

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

fields
  • stat.ME6
  • stat.ML2
  • cs.DL1
  • physics.med-ph1
same name
  • J. Balayla — 1 paper, h 0

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedPrevalence Threshold and the Geometry of Screening Curves

38 citations · 58 across the 10 of their papers we have counts for

collaborators
Showing 2021 · stat.MLShow all

1 paper · 2 filters

stat.ML2021★ 4 cited

Prevalence Threshold and bounds in the Accuracy of Binary Classification Systems

Jacques Balayla

The accuracy of binary classification systems is defined as the proportion of correct predictions - both positive and negative - made by a classification model or computational alg…

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