A user-guided bayesian framework for ensemble feature selection in life science applications (ubayfs)

HIGHLIGHTS

  • who: Anna Jenul from the Department of Data Science, Norwegian University of Life Sciences, Ås, Norway Department of Statistics, University of Klagenfurt, Klagenfurt, Austria have published the paper: A user-guided Bayesian framework for ensemble feature selection in life science applications (UBayFS), in the Journal: (JOURNAL)
  • what: The authors propose a (U)ser-Guided (Bay) esian Framework for (F)eature (S)election UBayFS an ensemble feature selection technique embedded in a Bayesian statistical framework. The experiments demonstrate that UBayFS (a) allows for a balanced trade-off between user knowledge and data observations and_(b) achieves . . .

     

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