result.py 文件源码

def Training_model():
    #????????????
    f = open("f://emotion/mysite/weibo_emotion/emotion_file/data_count.txt")   # ???????????
    f.readline()   # ????
    data = np.loadtxt(f)
    #?????????
    f1 = open("f://emotion/mysite/weibo_emotion/emotion_file/data_jixing.txt")
    leibie = np.loadtxt(f1)
    f.close()
    f1.close()

    #TF-IDF??
    transformer = TfidfTransformer()
    tfidf = transformer.fit_transform(data)
    data1 = tfidf.toarray()

    #SVM?????
    clf = svm.SVC()   # class
    clf.fit(data1, leibie)    # training the svc model
    return clf