Open-source learning algorithm for peptide-spectrum match (PSM) post-processing. #Peptide-spectrum match #PSM processing #Learning algorithm #Peptide #Spectrum #Match
Percolator is a widely employed algorithm for peptide-spectrum match (PSM) evaluation.
Percolator uses a semi-supervised learning algorithm to learn a score for each PSM indicating the confidence of the match between the theoretical peptides and the observed spectra.
The developers have recently extended the original Percolator algorithm by implementing a cascade semi-supervised learning procedure where the algorithm repeatedly learning using its previous results.
This implementation is called "self-boosted Percolator" / BoostedPercolator.
Detailed instructions on how to install and use the BoostedPercolator utility on your Mac are available HERE.
BoostedPercolator is a cross-platform utility capable of running on any operating system that comes with Java support (e.g. Mac OS X, Windows, Linux).
System requirements
- runs on:
- Mac OS X (-)
- file size:
- 5.5 MB
- filename:
- BoostedPercolator.jar
- main category:
- Math/Scientific
- developer:
- visit homepage
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- 4k Video Downloader
- Context Menu Manager
- calibre
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