Support vector machine classification on the web.
other · Level V
Where this comes from
- Record sourced from PubMed, PMID 14990457.
- No licence information is recorded for this record.
- Because redistribution is not established, this page shows the abstract only. Follow the links below for the full text.
Abstract
The support vector machine (SVM) learning algorithm has been widely applied in bioinformatics. We have developed a simple web interface to our implementation of the SVM algorithm, called Gist. This interface allows novice or occasional users to apply a sophisticated machine learning algorithm easily to their data. More advanced users can download the software and source code for local installation. The availability of these tools will permit more widespread application of this powerful learning algorithm in bioinformatics.
Medical subject headings
- Algorithms
- Artificial Intelligence
- Cluster Analysis
- Internet
- Pattern Recognition, Automated
- Software