public static void Train(XMLToAnnotation.Data data, Properties props)
{
IDictionary <string, IList <Person> > characterMap = QuoteAttributionUtils.ReadPersonMap(props.GetProperty("charactersPath"));
IDictionary <int, string> pronounCorefMap = QuoteAttributionUtils.SetupCoref(props.GetProperty("booknlpCoref"), characterMap, data.doc);
ICollection <string> animacyList = QuoteAttributionUtils.ReadAnimacyList(QuoteAttributionAnnotator.AnimacyWordList);
SupervisedSieveTraining.FeaturesData fd = Featurize(new SupervisedSieveTraining.SieveData(data.doc, characterMap, pronounCorefMap, animacyList), data.goldList, true);
ExtractQuotesClassifier quotesClassifier = new ExtractQuotesClassifier(fd.dataset);
OutputModel(props.GetProperty("modelPath"), quotesClassifier.GetClassifier());
}
public virtual void LoadModel(string filename)
{
quotesClassifier = new ExtractQuotesClassifier(filename);
}