예제 #1
0
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")
예제 #2
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")
예제 #3
0
def word_100(args):

    model(load_feature.word_emb(100, X), Y, "Emb_N")
예제 #4
0
def word_300(args):
    model(load_feature.word_emb(300, X), Y, "Emb_F")
예제 #5
0
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)")