Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/1624#discussion_r15623446
--- Diff: python/pyspark/mllib/regression.py ---
@@ -109,18 +109,27 @@ class
LinearRegressionModel(LinearRegressionModelBase):
True
"""
-
class LinearRegressionWithSGD(object):
@classmethod
- def train(cls, data, iterations=100, step=1.0,
- miniBatchFraction=1.0, initialWeights=None):
- """Train a linear regression model on the given data."""
+ def train(cls, data, iterations=100, step=1.0, regParam=1.0,
regType=None,
+ intercept=False, miniBatchFraction=1.0, initialWeights=None):
+ """Train a linear regression model on the given data. The
'regType' parameter can take
+ one from the following string values: "L1Updater" for invoking
the lasso regularizer,
--- End diff --
In Python, the line width for docs should be less than 80 (or 78 to be
safe).
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