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researcher

Tim Leathart

5 papers hereh-index 6105 citations8 works total

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

author position
  • first author5

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

fields
  • cs.LG4
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162020
most citedTemporal Probability Calibration

6 citations · 6 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2020★ 6 cited

Temporal Probability Calibration

Tim Leathart, Maksymilian Polaczuk

In many applications, accurate class probability estimates are required, but many types of models produce poor quality probability estimates despite achieving acceptable classifica…

stat.ML2016

Building Ensembles of Adaptive Nested Dichotomies with Random-Pair Selection

Tim Leathart, Bernhard Pfahringer, Eibe Frank

A system of nested dichotomies is a method of decomposing a multi-class problem into a collection of binary problems. Such a system recursively splits the set of classes into two s…

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