sklearn-crfsuite

sklearn-crfsuite is a sequence classification library. It provides a higher-level API for python-crfsuite; python-crfsuite is a Python binding for CRFSuite C++ library.

eli5 supports eli5.explain_weights() for sklearn_crfsuite.CRF objects; explanation contains transition features table and state features table.

import eli5
eli5.explain_weights(crf)

See the tutorial for a more detailed usage example.

Note

Top-level eli5.explain_weights() calls are dispatched to eli5.sklearn_crfsuite.explain_weights.explain_weights_sklearn_crfsuite().