Github user asfgit closed the pull request at:
https://github.com/apache/spark/pull/12596
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Github user jkbradley commented on the pull request:
https://github.com/apache/spark/pull/12596#issuecomment-215631602
LGTM
Merging with master
Thank you!
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Github user zhengruifeng commented on the pull request:
https://github.com/apache/spark/pull/12596#issuecomment-215286372
@jkbradley ok, the doc for regparam is updated
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Github user jkbradley commented on a diff in the pull request:
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--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/regression/Lasso.scala ---
@@ -85,7 +85,8 @@ object LassoModel extends Loader[LassoModel] {
*
Github user zhengruifeng commented on the pull request:
https://github.com/apache/spark/pull/12596#issuecomment-214983840
@yanboliang Thanks. I have added the doc for regParam.
cc @jkbradley
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Github user jkbradley commented on the pull request:
https://github.com/apache/spark/pull/12596#issuecomment-214844149
@yanboliang 's suggestion sounds good. Other than that, this looks good.
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Github user yanboliang commented on a diff in the pull request:
https://github.com/apache/spark/pull/12596#discussion_r61107909
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/regression/RidgeRegression.scala ---
@@ -86,6 +86,7 @@ object RidgeRegressionModel extends
Github user yanboliang commented on a diff in the pull request:
https://github.com/apache/spark/pull/12596#discussion_r61107833
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/regression/Lasso.scala ---
@@ -85,6 +85,7 @@ object LassoModel extends Loader[LassoModel] {
*
Github user zhengruifeng commented on the pull request:
https://github.com/apache/spark/pull/12596#issuecomment-214695750
@jkbradley I have updated this PR according to your comments.
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Github user jkbradley commented on the pull request:
https://github.com/apache/spark/pull/12596#issuecomment-214495321
Thanks for the PR. This should also include:
* LassoWithSGD (recommend using LinearRegression with elasticNetParam = 1.0)
* RidgeRegressionWithSGD (recommend
Github user jkbradley commented on a diff in the pull request:
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--- Diff: python/pyspark/mllib/classification.py ---
@@ -312,6 +313,10 @@ def train(cls, data, iterations=100, step=1.0,
miniBatchFraction=1.0,
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GitHub user zhengruifeng opened a pull request:
https://github.com/apache/spark/pull/12596
[SPARK-14829][MLLIB] Deprecate GLM APIs using SGD
## What changes were proposed in this pull request?
According to the
[SPARK-14829](https://issues.apache.org/jira/browse/SPARK-14829),
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