k我正在尝试根据使用的轮廓分数找到正确的簇数sklearn.cluster.MiniBatchKMeans。
from sklearn.cluster import MiniBatchKMeans
from sklearn.feature_extraction.text import HashingVectorizer
docs = ['hello monkey goodbye thank you', 'goodbye thank you hello', 'i am going home goodbye thanks', 'thank you very much sir', 'good golly i am going home finally']
vectorizer = HashingVectorizer()
X = vectorizer.fit_transform(docs)
for k in range(5):
model = MiniBatchKMeans(n_clusters = k)
model.fit(X)
我收到此错误：
Warning (from warnings module):
File "C:\Python34\lib\site-packages\sklearn\cluster\k_means_.py", line 1279
0, n_samples - 1, init_size)
DeprecationWarning: This function is deprecated. Please call randint(0, 4 …