Пример #1
0
def L_POS_Emb_N_MP(args):

    model(
        sparse.hstack((load_feature.tfidf_charF(X, 3, 5),
                       load_feature.tfidf_wordF(X, 1, 3), load_feature.pos(),
                       load_feature.word_emb(100, X), load_feature.mp(X))), Y,
        "L+POS+E(N)+MP")
Пример #2
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def allfeatures(args):

    model(
        sparse.hstack(
            (load_feature.tfidf_charF(X, 3,
                                      5), load_feature.tfidf_wordF(X, 1, 3),
             load_feature.pos(), load_feature.word_emb(300, X),
             load_feature.word_emb(100, X), load_feature.mp(X))), Y,
        "Allfeatures")
Пример #3
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def pos(args):

    model(load_feature.pos(), Y, "POS")
Пример #4
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def L_POS_Emb_F(args):

    model(
        sparse.hstack((load_feature.tfidf_charF(X, 3, 5),
                       load_feature.tfidf_wordF(X, 1, 3), load_feature.pos(),
                       load_feature.word_emb(300, X))), Y, "L+POS+Emb(F)")
Пример #5
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def L_POS(args):

    model(
        sparse.hstack((load_feature.tfidf_charF(X, 3, 5),
                       load_feature.tfidf_wordF(X, 1, 3), load_feature.pos())),
        Y, "L+POS")