sl3: Modern Super Learning with Pipelines

Software OPEN SOURCE
Coyle, Jeremy R; Hejazi, Nima S; Malenica, Ivana; Sofrygin, Oleg;
(2018)
  • Publisher: Zenodo
  • Related identifiers: doi: 10.5281/zenodo.3251138, doi: 10.5281/zenodo.1342294
  • Subject: ensemble learning | super learner | machine learning | stacked regression
    • FOR: 80699 Information Systems not elsewhere classified | 69999 Biological Sciences not elsewhere classified | 19999 Mathematical Sciences not elsewhere classified

<p>The sl3 R package is a modern re-implementation of the Super Learner prediction algorithm, alongside a framework for general-purpose machine learning based on the concept of pipelines.</p>
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