System.err.println("Training checker");
opennlp.model.EventStream kes = new ParserEventStream(parseSamples, rules, ParserEventTypeEnum.CHECK);
HashSumEventStream hskes = new HashSumEventStream(kes);
AbstractModel checkModel = train(hskes, iterations, cut);
manifestInfoEntries.put("Training-Checker-Eventhash",
hskes.calculateHashSum().toString(16));
// TODO: Remove cast for HeadRules
return new ParserModel(languageCode, buildModel, checkModel,
posModel, chunkModel, (opennlp.tools.parser.lang.en.HeadRules) rules,
ParserType.CHUNKING, manifestInfoEntries);