Training:
python buildtagger.py <train_file_absolute_path> <model_file_absolute_path>
# Example:
python buildtagger.py sents.train model-file
Testing:
python runtagger.py <test_file_absolute_path> <model_file_absolute_path> <output_file_absolute_path>
# Example:
python runtagger.py sents.test model-file sents.out
Evaluation:
python eval.py <output_file_absolute_path> <reference_file_absolute_path>
# Example:
python eval.py sents.out sents.answer
The list of POS tags can be seen here.
Results of the POS tagger after training on sents.train
.
Test case | Accuracy |
---|---|
sents.test |
0.95669 |
2.test |
0.87171 |
2a.test |
0.86102 |
2b.test |
0.85309 |
3.test |
0.83947 |
4.test |
0.94730 |
5.test |
0.95091 |