Credible Intervals for Precision and Recall Based on aK-Fold Cross-Validated Beta Distribution

DOI10.1162/NECO_a_00857zbMath1474.68278WikidataQ39651746 ScholiaQ39651746MaRDI QIDQ5380559

Yu Wang, Ji-Hong Li

Publication date: 5 June 2019

Published in: Neural Computation (Search for Journal in Brave)

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Bayesian inference (62F15) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• CORSIKA
• ElemStatLearn
• bootstrap

Cites Work

• Inference for the generalization error
• Mathematical Statistics
• Blocked 3×2 Cross-Validated t-Test for Comparing Supervised Classification Learning Algorithms
• The elements of statistical learning. Data mining, inference, and prediction
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