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dante-verification
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merging

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Alejandro Moreo Fernandez 2019-01-07 12:28:15 +01:00
parent 98b94a994a
commit 04a0ef1ee4
1 changed files with 2 additions and 2 deletions
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src/dante_eval.py
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@ -27,7 +27,7 @@ for epistola in [1,2]:
tfidf_feat_selection_ratio=0.1, tfidf_feat_selection_ratio=0.1,
wordngrams=False, n_wordngrams=(1, 2), wordngrams=False, n_wordngrams=(1, 2),
charngrams=True, n_charngrams=(3, 4, 5), preserve_punctuation=False, charngrams=True, n_charngrams=(3, 4, 5), preserve_punctuation=False,
split_documents=True, split_policy=split_by_sentences, window_size=3, split_documents=False, split_policy=split_by_sentences, window_size=3,
normalize_features=True) normalize_features=True)
Xtr,ytr = feature_extractor.fit_transform(positive, negative) Xtr,ytr = feature_extractor.fit_transform(positive, negative)
@ -41,7 +41,7 @@ for epistola in [1,2]:
title = 'Epistola {}'.format('I' if epistola==1 else 'II') title = 'Epistola {}'.format('I' if epistola==1 else 'II')
av.predict(ep, title) av.predict(ep, title)
fulldoc_prob, fragment_probs = av.predict_proba(ep, title) fulldoc_prob, fragment_probs = av.predict_proba(ep, title)
color(path='../dante_color/epistola{}.html'.format(epistola), texts=ep_fragments, probabilities=fragment_probs, title=title) # color(path='../dante_color/epistola{}.html'.format(epistola), texts=ep_fragments, probabilities=fragment_probs, title=title)
param = 'All' param = 'All'
# with open('features{}.csv'.format(epistola), 'at') as fo: # with open('features{}.csv'.format(epistola), 'at') as fo: