In [1]:

    

from nltk.corpus.reader import TaggedCorpusReader
from nltk.tag import tnt
import pickle


    

In [2]:

    

#trainer
reader = TaggedCorpusReader('.', 'latin_training_set.pos')
train_sents = reader.tagged_sents()


    

In [3]:

    

#tester
test_reader = TaggedCorpusReader('.', 'latin_testing_set.pos')
test_sents = reader.tagged_sents()


    

In [4]:

    

tnt_tagger = tnt.TnT()
tnt_tagger.train(train_sents)


    

In [5]:

    

with open('latin_tnt_tagger.pickle', 'wb') as f:
    pickle.dump(tnt_tagger, f)


    

In [6]:

    

tnt_tagger.evaluate(test_sents)


    

    
Out[6]:





0.9871855183184991