Incorporating uncertainty for enhanced leaderboard scoring and ranking in data competitions
Author:
Affiliation:
1. Department of Mathematics & Statistics, University of South Florida, Tampa, Florida, USA
2. Statistical Sciences Group, Los Alamos National Laboratory, Los Alamos, New Mexico, USA
Funder
Air Force Office of Scientific Research (AFOSR)/AOARD
Publisher
Informa UK Limited
Subject
Industrial and Manufacturing Engineering,Safety, Risk, Reliability and Quality
Link
https://www.tandfonline.com/doi/pdf/10.1080/08982112.2020.1808222
Reference9 articles.
1. Improved learning from data competitions through strategic design of training and test data sets
2. How to Host An Effective Data Competition: Statistical Advice for Competition Design and Analysis
3. Bootstrap Methods: Another Look at the Jackknife
4. Continuous Multivariate Distributions
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