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Merge pull request #3 from joeranbosma/patch-1
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Update 2024-01-23-bosma24a.md
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lawrennd authored Jul 24, 2024
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Expand Up @@ -18,7 +18,7 @@ abstract: 'Performance of deep learning algorithms varies due to their developme
three diagnostic algorithms, performance variation from retraining was significant
compared to data variance. Statistically comparing independently trained algorithms
from the same training method using the same dataset should follow the null hypothesis,
but we observed claimed significance with a p-value below 0.05 in $15%$ of comparisons
but we observed claimed significance with a p-value below 0.05 in 15% of comparisons
with conventional testing (paired bootstrapping). We conclude that variance in model
performance due to retraining is substantial and should be accounted for.'
layout: inproceedings
Expand All @@ -33,14 +33,14 @@ lastpage: 1287
page: 1269-1287
order: 1269
cycles: false
bibtex_author: Bosma, Joeran and Peeters, Dre and Alves, Nat'alia and Saha, Anindo
bibtex_author: Bosma, Joeran Sander and Peeters, Dr\'e and Alves, Nat\'alia and Saha, Anindo
and Saghir, Zaigham and Jacobs, Colin and Huisman, Henkjan
author:
- given: Joeran
- given: Joeran Sander
family: Bosma
- given: Dre
- given: Dré
family: Peeters
- given: Nat’alia
- given: Natália
family: Alves
- given: Anindo
family: Saha
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