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- vec = TfidfVectorizer()
- tfidf = vec.fit_transform(corpus_trained)
- unseen_tfidf = vec.transform(corpus)
- logreg = linear_model.LogisticRegression()
- result = logreg.fit(tfidf, Y_train).predict(unseen_tfidf)
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