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researcher

D. Sumpter

15 papers hereh-index 479k citations152 works total

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

author position
  • sole author1
  • middle author5
  • last author9

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • q-bio.QM4
  • physics.soc-ph2
  • q-bio.OT2
  • q-bio.PE2
  • cs.CY1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20122023
most citedIndividual rules for trail pattern formation in Argentine ants (Linepithema humile)

192 citations · 505 across the 15 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023

Precision at the indistinguishability threshold: a method for evaluating classification algorithms

David J. T. Sumpter

There exist a wide range of single number metrics for assessing performance of classification algorithms, including AUC and the F1-score (Wikipedia lists 17 such metrics, with 27 d…

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