Meta-qsar: a large-scale application of meta-learning to drug design and discovery

HIGHLIGHTS

  • who: Ivan Olier from the Manchester Metropolitan University, Manchester, UK have published the article: Meta-QSAR: a large-scale application of meta-learning to drug design and discovery, in the Journal: (JOURNAL)
  • what: The authors investigate the learning of quantitative structure activity relationships (QSARs) as a case-study of meta-learning. The authors investigate the utility of meta-learning to address this problem. The authors aim to discover and exploit relationships between machine_learning algorithms, measurable properties of the input data, and the empirical performance of learning algorithms, to infer the best models to predict the . . .

     

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