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-rw-r--r--python/pyspark/mllib/classification.py3
-rw-r--r--python/pyspark/mllib/regression.py2
2 files changed, 3 insertions, 2 deletions
diff --git a/python/pyspark/mllib/classification.py b/python/pyspark/mllib/classification.py
index cb4ee83678..b77754500b 100644
--- a/python/pyspark/mllib/classification.py
+++ b/python/pyspark/mllib/classification.py
@@ -639,7 +639,8 @@ class StreamingLogisticRegressionWithSGD(StreamingLinearAlgorithm):
if not rdd.isEmpty():
self._model = LogisticRegressionWithSGD.train(
rdd, self.numIterations, self.stepSize,
- self.miniBatchFraction, self._model.weights)
+ self.miniBatchFraction, self._model.weights,
+ regParam=self.regParam, convergenceTol=self.convergenceTol)
dstream.foreachRDD(update)
diff --git a/python/pyspark/mllib/regression.py b/python/pyspark/mllib/regression.py
index 256b7537fe..961b5e80b0 100644
--- a/python/pyspark/mllib/regression.py
+++ b/python/pyspark/mllib/regression.py
@@ -679,7 +679,7 @@ class StreamingLinearRegressionWithSGD(StreamingLinearAlgorithm):
self._model = LinearRegressionWithSGD.train(
rdd, self.numIterations, self.stepSize,
self.miniBatchFraction, self._model.weights,
- self._model.intercept)
+ intercept=self._model.intercept, convergenceTol=self.convergenceTol)
dstream.foreachRDD(update)