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varrek/project_pipeline.py

Created January 16, 2022 14:51
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project_pipeline.py
logreg = Pipeline(steps=[("vectorizer", TfidfVectorizer(max_df=MAX_DF,
min_df=MIN_DF,
stop_words=russian_stopwords,
token_pattern=u'(?ui)\\b\\w*[а-я]+\\w*\\b')),
("log_reg", LogisticRegression(n_jobs=N_JOBS,
solver="saga",
multi_class="multinomial",
random_state=100500))
],
verbose=True)
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