Maintaining AUC and \(H\)-measure over time

DOI10.1007/s10994-021-06084-6OpenAlexW4200027143MaRDI QIDQ2102344

Nikolaj Tatti

Publication date: 28 November 2022

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2112.06160

zbMATH Keywords

AUConline algorithm\(H\)-measure

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Maintenance of configurations in the plane
• On evaluating stream learning algorithms
• Measuring classifier performance: a coherent alternative to the area under the ROC curve
• Evaluation methods and decision theory for classification of streaming data with temporal dependence
• Knowledge Discovery from Data Streams
• A survey on concept drift adaptation
• Binary Search Trees of Bounded Balance
• On a Test of Whether one of Two Random Variables is Stochastically Larger than the Other