Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/8508#discussion_r39238745
--- Diff: python/pyspark/ml/regression.py ---
@@ -63,38 +64,30 @@ class LinearRegression(JavaEstimator, HasFeaturesCol,
HasLabelCol, HasPrediction
TypeError: Method setParams forces keyword arguments.
"""
- # a placeholder to make it appear in the generated doc
- elasticNetParam = \
- Param(Params._dummy(), "elasticNetParam",
- "the ElasticNet mixing parameter, in range [0, 1]. For alpha
= 0, " +
- "the penalty is an L2 penalty. For alpha = 1, it is an L1
penalty.")
-
@keyword_only
def __init__(self, featuresCol="features", labelCol="label",
predictionCol="prediction",
- maxIter=100, regParam=0.0, elasticNetParam=0.0, tol=1e-6):
+ maxIter=100, regParam=0.0, elasticNetParam=0.0, tol=1e-6,
fitIntercept=True,
+ standardization=True):
"""
__init__(self, featuresCol="features", labelCol="label",
predictionCol="prediction", \
- maxIter=100, regParam=0.0, elasticNetParam=0.0, tol=1e-6)
+ maxIter=100, regParam=0.0, elasticNetParam=0.0, tol=1e-6,
fitIntercept=True,
--- End diff --
add `\`
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