Scikit learn K模式整群抽样

Scikit learn K模式整群抽样,scikit-learn,cluster-analysis,k-means,sampling,Scikit Learn,Cluster Analysis,K Means,Sampling,我想在对我的数据集应用k模式后对集群进行采样。到目前为止,我已经构建了以下代码: import numpy as np from kmodes import kmodes X = df[cols].astype(str) km = kmodes.KModes(n_clusters=10) clusters = km.fit_predict(X) df['clusters'] = clusters 现在,我想根据每个星团离星团_质心的最近程度,对每个星团的观测结果进行抽样。我该怎

我想在对我的数据集应用k模式后对集群进行采样。到目前为止,我已经构建了以下代码:

 import numpy as np
 from kmodes import kmodes

 X = df[cols].astype(str)
 km = kmodes.KModes(n_clusters=10)
 clusters = km.fit_predict(X) 
 df['clusters'] = clusters
现在,我想根据每个星团离星团_质心的最近程度,对每个星团的观测结果进行抽样。我该怎么做