knock72.py 文件源码

def extract_feature(sentence):
    features = defaultdict(lambda: 0)
    stemmer = stem.PorterStemmer()
    for word in sentence.split():
        if not include_stopword(word):
            features[stemmer.stem(word)] += 1
    return features