Provides an automated bacterial pathogenicity classifier. BacPacs is an application, leaning on a machine learning method, able to classify bacterial proteomes as pathogenic to human or not. This program trains an L1- penalty support vector machine (SVM) classifier, which naturally performs feature selection during classification. It can also be used to train a pathogenicity prediction model.
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