Reproducibility of Bioinformatics Tools

Abstract

We introduce a fast and scalable method to assess reproducibility of bioinformatics tools. We replace replicates which are cause of data variation by synthetic replicates. To assess reproducibility of bioinformatics tools, we run the tools with two different types of synthetic replicates and compare results obtained from the original data. Results show differences between output obtained from original data and synthetic replicates.