Proteome Analyst -- A Web-based Tool for High-throughput Proteome Annotations
What you can do:
Predict various properties of each protein in an entire proteome.
Highlights:
- Using machine-learned classifiers, it can predict general function and Gene Ontology (GO) molecular function of a protein. It is currently the most accurate and most comprehensive system for predicting subcellular localization, the location within a cell where a protein performs its main function.
- It can create a custom classifier to predict a new property, without requiring any programming, based on labeled training data provided by a user. It also provides a sophisticated explanation feature that shows why one prediction is chosen over another.
- The PA system produces a Naxefve Bayes classifier, which is amenable to a graphical and interactive approach to explanations for its predictions.
Keywords:
- protein localizations
- protein subcellular localization prediction tool
- protein properties
- protein annotations
- proteome analysis tool
- proteome annotations
- high-throughput proteome annotations
Literature & Tutorials:
PubMed Link: Proteome Analyst
This record last updated: 05-23-2005