File modelsDirModExtractor = new File(modelsDirBase, "modifier_extractor");
File modelsDirDegreeOf = new File(modelsDirBase, "degree_of");
File modelsDirEMPair = new File(modelsDirBase, "em_pair");
// Initialize component parameters
ParameterSettings degreeOfParams = new ParameterSettings(false, 1.0f, "linear", 0.05, 1.0);
ParameterSettings emPairParams = new ParameterSettings(false, 0.5f, "linear", 0.05, 1.0);
// For now all three components use MultiClass SVMs for classification
Class<? extends DataWriter<String>> dataWriterClass = LIBSVMStringOutcomeDataWriter.class;
// Train and write models