Jstacs is an open source Java library, which focuses on the statistical analysis of biological sequences instead. Jstacs comprises an efficient representation of sequence data and provides implementations of many statistical models with generative and discriminative approaches for parameter learning. Using Jstacs, classifiers can be assessed and compared on test datasets or by cross-validation experiments evaluating several performance measures.
- Windows / Linux/ MacOSX
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Michael Seifert, Marc Strickert, Alexander Schliep and Ivo Grosse
Exploiting prior knowledge and gene distances in the analysis of tumor expression profiles with extended Hidden Markov Models
Bioinformatics (2011) 27 (12): 1645-1652.