@Override
public void train(
List<Pair<BufferedReader, String>> pTrainingData,
IPreprocessor pPreprocessor,
ICategoryMapper pMapper)
throws Exception {
mClassifier = DynamicLMClassifier.createNGramProcess(getCategories(), NUM_NGRAMS);
System.out.println("TRAINING UNDERLYING CLASSIFIER");
for (Pair<BufferedReader, String> datum : pTrainingData) {
Classification classification = new Classification(pMapper.map(datum.snd));
String data = pPreprocessor.transform(NLPUtils.toString(datum.fst));
Classified<CharSequence> classified = new Classified<CharSequence>(data, classification);
mClassifier.handle(classified);
}
}
