Revert "[SPARK-10959] [PYSPARK] StreamingLogisticRegressionWithSGD does not train with given regParam and convergenceTol parameters"

This reverts commit f95129c.

Author: jkbradley

python/pyspark/mllib/classification.py

@@ -632,8 +632,7 @@ def update(rdd):
             if not rdd.isEmpty():
                 self._model = LogisticRegressionWithSGD.train(
                     rdd, self.numIterations, self.stepSize,
-                    self.miniBatchFraction, self._model.weights,
-                    regParam=self.regParam, convergenceTol=self.convergenceTol)
+                    self.miniBatchFraction, self._model.weights)
 
         dstream.foreachRDD(update)
 

python/pyspark/mllib/regression.py

@@ -669,7 +669,7 @@ def update(rdd):
                 self._model = LinearRegressionWithSGD.train(
                     rdd, self.numIterations, self.stepSize,
                     self.miniBatchFraction, self._model.weights,
-                    intercept=self._model.intercept, convergenceTol=self.convergenceTol)
+                    self._model.intercept)
 
         dstream.foreachRDD(update)