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researcher

G. Cawley

4 papers hereh-index 367.4k citations136 works total

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

author position
  • middle author2
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG4

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedThe Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification

67 citations · 133 across the 4 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.LG2018★ 21 cited

Nested cross-validation when selecting classifiers is overzealous for most practical applications

Jacques Wainer, Gavin Cawley

When selecting a classification algorithm to be applied to a particular problem, one has to simultaneously select the best algorithm for that dataset \emph{and} the best set of hyp…

cs.LG2018★ 29 cited

Is rotation forest the best classifier for problems with continuous features?

A. Bagnall, M. Flynn, J. Large +3

In short, our experiments suggest that yes, on average, rotation forest is better than the most common alternatives when all the attributes are real-valued. Rotation forest is a tr…

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