utils.py 文件源码

def show_most_informative_features(vectorizer, clf, n=20):
    c_f = sorted(zip(clf.coef_[0], vectorizer.get_feature_names()))
    top = zip(c_f[:n], c_f[:-(n + 1):-1])
    for (c1, f1), (c2, f2) in top:
        print("\t%.4f\t%-15s\t\t%.4f\t%-15s" % (c1, f1, c2, f2))