def set_all_auxs(self, features=vc.get_all_features(), reset=False): if reset: self.X = [] self.Y = [] if not self.X: self.X += self.all_auxs_to_features(features) self.Y += self.get_aux_classifications()
f.write("%s\n%s: %s\n\n" % (str(aux), pair[0].upper(), sentdict.words_to_string())) else: f.write("\n%s: %0.3f\n" % (pair[0], pair[1])) def initialize2(self, aux_type=None, rules_test=False, oversample=5): if aux_type: self.set_aux_type(aux_type) if not rules_test: self.oversample(multiplier=oversample) if __name__ == "__main__": start_time = time.clock() features = vc.get_all_features(old_rules=True) print "Features:", print features if len(argv) == 5: classifier = VPEDetectionClassifier(int(argv[1]), int(argv[2]), int(argv[3]), int(argv[4])) # c.all_auxiliaries.print_gold_auxiliaries() # for a in c.gold_standard_auxs: # try: # sent = c.sentences.get_sentence(a.sentnum) # sent.print_sentence() # if 'his' in sent.words and 'wife' in sent.words: # print sent.get_nltk_tree() # # print c.sentences.get_sentence(a.sentnum).words[a.wordnum],
sentdict.words_to_string())) else: f.write('\n%s: %0.3f\n' % (pair[0], pair[1])) def initialize2(self, aux_type=None, rules_test=False, oversample=5): if aux_type: self.set_aux_type(aux_type) if not rules_test: self.oversample(multiplier=oversample) if __name__ == '__main__': start_time = time.clock() features = vc.get_all_features(old_rules=True) print 'Features:', print features if len(argv) == 5: classifier = VPEDetectionClassifier(int(argv[1]), int(argv[2]), int(argv[3]), int(argv[4])) # c.all_auxiliaries.print_gold_auxiliaries() # for a in c.gold_standard_auxs: # try: # sent = c.sentences.get_sentence(a.sentnum) # sent.print_sentence() # if 'his' in sent.words and 'wife' in sent.words: # print sent.get_nltk_tree()