eli5.sklearn_crfsuite¶
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explain_weights_sklearn_crfsuite
(crf, top=20, target_names=None, targets=None, feature_re=None, feature_filter=None)[source]¶ Explain sklearn_crfsuite.CRF weights.
See
eli5.explain_weights()
for description oftop
,target_names
,targets
,feature_re
andfeature_filter
parameters.
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filter_transition_coefs
(transition_coef, indices)[source]¶ >>> coef = np.array([[0, 1, 2], [3, 4, 5], [6, 7, 8]]) >>> filter_transition_coefs(coef, [0]) array([[0]]) >>> filter_transition_coefs(coef, [1, 2]) array([[4, 5], [7, 8]]) >>> filter_transition_coefs(coef, [2, 0]) array([[8, 6], [2, 0]]) >>> filter_transition_coefs(coef, [0, 1, 2]) array([[0, 1, 2], [3, 4, 5], [6, 7, 8]])