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