Semi-Supervised Approaches to Efficient Evaluation of Model Prediction Performance

DOI10.1111/rssb.12264zbMath1398.62071arXiv1711.05663OpenAlexW2963601606MaRDI QIDQ4962081

Jessica L. Gronsbell, Tianxi Cai

Publication date: 30 October 2018

Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1711.05663

zbMATH Keywords

receiver operating characteristic curverisk predictionmodel evaluationsemi-supervised learningperturbation resampling

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Learning and adaptive systems in artificial intelligence (68T05)

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