public static void main(String[] args) {
try {
String corpusFile = args[0];
String goldSet = args[1];
File outputDir = new File(args[2]);
SystemConfig systemConfig = DriverUtils.configure(args);
systemConfig.setAnnotationSetName(Constants.GS_NP, goldSet);
Trainer trainer = new Trainer(systemConfig);
FeatureGenerator featureGenerator = new FeatureGenerator(systemConfig);
// get corpus
Corpus c = DriverUtils.loadFiles(corpusFile);
Preprocessor preprocessor = new Preprocessor(systemConfig);
preprocessor.preprocess(c, false);
// generate features
String featureSetName = featureGenerator.generateFeatures(c, true);
// train classifier
Classifier classifier = trainer.runLearner(c, outputDir, featureSetName);
System.out.println("classifier trained: " + classifier.getName());
} catch (IOException e) {
e.printStackTrace();
} catch (ConfigurationException e) {
e.printStackTrace();
}
}
