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Five-fold cross-validated TPR, PPV, and F1-score of different algorithms.

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posted on 2022-03-15, 17:32 authored by Amirhossein Tahmouresi, Esmat Rashedi, Mohammad Mehdi Yaghoobi, Masoud Rezaei

The best result for each class has been bolded.

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Gene selection using pyramid gravitational search algorithm
PLOS ONEPLOS ONE

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  • Cell Biology
  • Genetics
  • Molecular Biology
  • Biological Sciences not elsewhere classified
  • Information Systems not elsewhere classified
  • Mathematical Sciences not elsewhere classified
  • Developmental Biology
  • Cancer
  • Infectious Diseases

Keywords

patient &# 8217gravitational search algorithmpgsa ranked firstrated bottleneck genesclassification accuracy usingpgsa triespgsa consistspgsa ),wrapper methodtwo elementssrc genesselected genesrelevant genesprominent rolemigration pathwaysmalignant neoplasmsinteresting patterninformative geneshybrid methodhighly enrichedgenetic networkgenes selectedfair comparisondna damagecyclically reducedcell adhesionbreast cancer73 genes5 %)

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