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Out-of-time cross-validation strategies for classification in the presence of dataset shift

Sebastián Maldonado, Julio López, Andrés Iturriaga

2021Applied Intelligence23 citationsDOI

Topics & Concepts

Computer scienceCross-validationObsolescenceArtificial intelligenceBinary classificationMachine learningClassifier (UML)ForgettingData miningProcess (computing)Model selectionSelection (genetic algorithm)Support vector machineBiologyOperating systemPaleontologyLinguisticsPhilosophyData Stream Mining TechniquesTime Series Analysis and ForecastingAnomaly Detection Techniques and Applications
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