Github user yanboliang commented on the issue:

    https://github.com/apache/spark/pull/15214
  
    @srowen @mpjlu 
    Another important reason for this change: it's error prone for Python ML 
API. 
    ```
    def __init__(self, numTopFeatures=50, featuresCol="features", 
outputCol=None,
                       labelCol="label", selectorType="kbest", percentile=0.1, 
alpha=0.05):
    ......
    def setParams(self, numTopFeatures=50, featuresCol="features", 
outputCol=None,
                             labelCol="labels", selectorType="kbest", 
percentile=0.1, alpha=0.05):
    ......
    ```
    If users are not very familiar with ```ChiSqSelector```, they are likely to 
set all parameters following the API docs. The output model is also relevant 
with the arguments order. Users not aware of the order of arguments for the 
Python API is a very strong possibility. Thanks.


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