How to use the doccano.app.classifier.make_output function in doccano

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github doccano / doccano / app / classifier / task.py View on Github external
clf = build_model()

    print('Vectorizing...')
    x_train = vectorizer.fit_transform(x_train)
    x_test = vectorizer.transform(x_test)

    print('Fitting...')
    clf.fit(x_train, y_train)

    print('Predicting...')
    y_pred = clf.predict(x_test)
    y_prob = clf.predict_proba(x_test)
    y_prob = np.max(y_prob, axis=-1)

    print('Saving...')
    data = make_output(data, ids, y_pred, y_prob)
    save_dataset(data, filename)