BacPaCS / Bacterial Pathogenicity Classification via sparse-SVM
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.