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Published in 2023 at "Statistics in Medicine"
DOI: 10.1002/sim.9655
Abstract: In this work we introduce the personalized online super learner (POSL), an online personalizable ensemble machine learning algorithm for streaming data. POSL optimizes predictions with respect to baseline covariates, so personalization can vary from completely…
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Keywords:
time;
posl;
time series;
personalized online ... See more keywords