def test_segmenting(self): train = self.corpus[0:20000] dev = self.corpus[20000:20050] test = self.corpus[21000:23000] self.crf.train(train, dev) accuracy = sequence_accuracy(self.crf, test) self.assertGreaterEqual(accuracy, 0.80)
def test_segmenting(self): train = self.corpus[0:7000] dev = self.corpus[7000:7050] test = self.corpus[8000:10000] self.crf.train(train, dev) accuracy = sequence_accuracy(self.crf, test) print (accuracy) self.assertGreaterEqual(accuracy, 0.82)
def test_segmenting(self): train = self.corpus[0:20000] dev = self.corpus[20000:21000] test = self.corpus[21000:24000] # train = self.corpus[0:350] # dev = self.corpus[350:375] # test = self.corpus[375:436] self.crf.train(train, dev) accuracy = sequence_accuracy(self.crf, test) print "%2.1f%%" % (accuracy * 100) self.assertGreaterEqual(accuracy, 0.80)