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Improving network inference algorithms using resampling methods.

Sean M ColbyRyan S McClureChristopher C OverallRyan S RenslowJason E McDermott
Published in: BMC bioinformatics (2018)
Bootstrap aggregation results in improved stability and, depending on the size of the input dataset, a marginal improvement to accuracy assessed by each method's ability to link genes in the same functional pathway.
Keyphrases
  • machine learning
  • genome wide
  • single cell
  • deep learning
  • bioinformatics analysis
  • genome wide identification
  • genome wide analysis
  • dna methylation