Github user yu-iskw closed the pull request at:
https://github.com/apache/spark/pull/9583
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GitHub user yu-iskw opened a pull request:
https://github.com/apache/spark/pull/11370
[SPARK-12874][ML] ML StringIndexer does not protect itself from column name
duplication
## What changes were proposed in this pull request?
ML StringIndexer does not protect itself from column
Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/11362#issuecomment-188610588
@mengxr can you review it when you have time? Thanks!
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GitHub user yu-iskw opened a pull request:
https://github.com/apache/spark/pull/11362
[SPARK-13292][ML][PYTHON] QuantileDiscretizer should take random seed in
PySpark
## What changes were proposed in this pull request?
QuantileDiscretizer in Python should also specify a random
Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/11151#issuecomment-182865831
cc @mengxr
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/11151#issuecomment-183116192
Thank you for merging it.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9535#issuecomment-183115660
Thank you for merging it. I will do the issue. Thanks!
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GitHub user yu-iskw opened a pull request:
https://github.com/apache/spark/pull/11151
[SPARK-13265][ML] Refactoring of basic ML import/export for other file
system besides HDFS
@jkbradley I tried to improve the function to export a model. When I tried
to export a model to S3 under
Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9535#issuecomment-182366711
@jkbradley ping
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9604#issuecomment-173415286
Thank you for merging it!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9604#issuecomment-173152191
Jenkins, test this please.
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GitHub user yu-iskw opened a pull request:
https://github.com/apache/spark/pull/10831
[SQL][Minor] DigestUtils.shaHex is deprecated in misc.scala
Since `DigestUtils.shaHex` is deprecated, we should replace `shaHex` with
`sha1Hex`.
You can merge this pull request into a Git
Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/10831#issuecomment-172788036
@JoshRosen sorry, thank you for letting me know. I'll close this PR. Thanks!
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Github user yu-iskw closed the pull request at:
https://github.com/apache/spark/pull/10831
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Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/9535#discussion_r50203290
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/feature/QuantileDiscretizer.scala ---
@@ -23,8 +23,8 @@ import org.apache.spark.Logging
import
Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9535#issuecomment-173062339
@jkbradley I have rebased with master. Can you review it?
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9604#issuecomment-173055593
Sure!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/10357#issuecomment-165461189
@sarutak thank you for sending this PR.
@marmbrus @rxin could you review it? I think this is a little big issue.
We should fix it before releasing Spark 1.6
Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9952#issuecomment-165277966
Thank you for merging it!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9108#issuecomment-165277685
Thank you for merging this!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/10244#issuecomment-164964860
@jkbradley thank you so much for the review. I modified the 2 points.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9952#issuecomment-164966445
@jkbradley thanks for the review. I modified the wrong indentations and
excluded the import statements for `SparkConf` and `JavaSparkContext`.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9535#issuecomment-164631771
I have rebased this PR with master.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9535#issuecomment-164604399
Jenkins, test this please.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9952#issuecomment-164341602
Oh, I'm terribly sorry about that. Pushing the update was failed
- Modified what you pointed out
- Add a Java example and its doc
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/10244#issuecomment-164365254
@jkbradley thank you for reviewing it. I modified some a few points. Can
you review it again?
- Include the import statments of JavaKMeansExample in the doc
Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9952#issuecomment-163487878
ping @jkbradley
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GitHub user yu-iskw opened a pull request:
https://github.com/apache/spark/pull/10244
[SPARK-12215][ML][DOC] User guide section for KMeans in spark.ml
cc @jkbradley
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/10244#issuecomment-163487655
Jenkins, test this please.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/10244#issuecomment-163488306
Jenkins, test this please.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8534#issuecomment-161946643
@sarutak thank you for your help!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9952#issuecomment-161983105
@jkbradley ping
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9338#issuecomment-161460435
Thank you for merging it!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9952#issuecomment-161466765
I moved the documentation to this PR from
https://github.com/apache/spark/pull/9968. Because the PR depends on this PR.
I modified the docs for `BisectingKMeans
Github user yu-iskw closed the pull request at:
https://github.com/apache/spark/pull/9968
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9968#issuecomment-161466498
@jkbradley finally, I want to merge this PR with
https://github.com/apache/spark/pull/9952. Because this PR depends on the
example code.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9338#issuecomment-161301469
I'll fix them soon!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9952#issuecomment-160012938
All right. I'll fix it.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9952#issuecomment-160019724
@jkbradley could you review it?
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Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/9968#discussion_r46012436
--- Diff: data/mllib/sample_bisecting_kmeans_data.txt ---
@@ -0,0 +1,20 @@
+6.4,2.7,5.3,1.9
--- End diff --
Yes, we can. The reason why I
GitHub user yu-iskw opened a pull request:
https://github.com/apache/spark/pull/9968
[SPARK-6518][MLlib][DOC] Add example code and user guide for bisecting
k-means
cc @jkbradley
This PR relates to https://github.com/apache/spark/pull/9952.
You can merge this pull request
Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/9939#discussion_r45815661
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeansModel.scala
---
@@ -33,7 +33,7 @@ import org.apache.spark.rdd.RDD
Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9338#issuecomment-159444594
Sure. I'll resolve the conflicts by rebaseing master. Just a minute!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9338#issuecomment-159457312
@jkbradley I have rebased master.
@noel-smith could you take a look when you have time?
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GitHub user yu-iskw opened a pull request:
https://github.com/apache/spark/pull/9952
[SPARK-6518][MLlib] Add example code and user guide for bisecting k-means
This PR includes only an example code in order to finish it quickly.
I'll send another PR for the docs soon.
You can
Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8534#issuecomment-159466727
@taishi-oss thank you for the udpate! LGTM
@jkbradley could you take a look at PR?
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8935#issuecomment-159466857
Jenkins, test this please.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8935#issuecomment-159467655
@taishi-oss thank you for your contribution. Could you modify this PR like
https://github.com/apache/spark/pull/8534? We should add the annotation to all
public class
Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8534#issuecomment-159468625
@jkbradley could you run tests for this PR? This is the fist PR for
@taishi-oss.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9952#issuecomment-159470079
Jenkins, retest this please
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9952#issuecomment-159474623
@jkbradley could you review this PR?
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GitHub user yu-iskw opened a pull request:
https://github.com/apache/spark/pull/9960
[Minor] Remove unnecessary spaces in `include_example.rb`
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9037#issuecomment-157283184
LGTM
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8534#issuecomment-156182872
ping @taishi-oss
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9380#issuecomment-156181157
@JihongMA thanks for the update! Could you revert `Skewness.scala` and
`Kurtosis.scala`. Since I don't think the change relates to the issue. I know
this is a minor
Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9338#issuecomment-156187540
@noel-smith could you review it when you have time? Thanks!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9380#issuecomment-156177206
Jenkins, test this please.
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GitHub user yu-iskw opened a pull request:
https://github.com/apache/spark/pull/9604
[SPARK-6519][ML] Add spark.ml API for bisecting k-means
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/yu-iskw/spark SPARK-6519
Alternatively
Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9604#issuecomment-155587648
Thanks!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9604#issuecomment-155587079
@jkbradley @mengxr could you review it when you have time? Thanks.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9534#issuecomment-155608020
cc @davies
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9583#issuecomment-155271852
@mengxr could you review it?
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GitHub user yu-iskw opened a pull request:
https://github.com/apache/spark/pull/9583
[SPARK-11611][MLlib][Python] Python API for bisecting k-means
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8643#issuecomment-155175314
@jkbradley sure!
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Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/5267#discussion_r44322215
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeans.scala ---
@@ -0,0 +1,489 @@
+/*
+ * Licensed to the Apache Software
Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/5267#discussion_r44321863
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeans.scala ---
@@ -0,0 +1,489 @@
+/*
+ * Licensed to the Apache Software
Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/5267#issuecomment-155314648
@jkbradley thanks!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/5267#issuecomment-155231942
@freeman-lab thank you for your great support!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8643#issuecomment-155232384
@jkbradley I send the PR at https://github.com/apache/spark/pull/9577.
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GitHub user yu-iskw opened a pull request:
https://github.com/apache/spark/pull/9577
[SPARK-11610][MLlib][Python][Docs] Make the docs of LDAModel.describeTopics
in Python more specific
cc @jkbradley
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/5267#issuecomment-155226627
Thank you for merging it!!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9577#issuecomment-155244740
Thanks for merging it!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9579#issuecomment-155249581
@olarayej could you please check the style warnings with `./dev/lint-r` on
your local computer before pushing commits. Thanks.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8690#issuecomment-154885652
Jenkins, test this please.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8690#issuecomment-154885616
@noel-smith thanks you for the review.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8643#issuecomment-154585403
@jkbradley @davies could you review it? I modified the type conversion
using `SerDe.dumps`.
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GitHub user yu-iskw opened a pull request:
https://github.com/apache/spark/pull/9535
[SPARK-11515][ML] QuantileDiscretizer should take random seed
cc @jkbradley
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GitHub user yu-iskw opened a pull request:
https://github.com/apache/spark/pull/9534
[SPARK-11566][MLlib][Python] Refactoring GaussianMixtureModel.gaussians in
Python
cc @jkbradley
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8643#issuecomment-154629369
Jenkins, test this please
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8643#issuecomment-154643744
Thank you for merging it and your great support!
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8643#issuecomment-154618704
Jenkins, test this please
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Jenkins, test this please
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8643#issuecomment-154640689
@davies thanks for the review. I fixed them.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8563#issuecomment-154501697
@nilmeier thanks. This document would help you with contributing to Spark.
https://cwiki.apache.org/confluence/display/SPARK/Spark+Code+Style+Guide
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9525#issuecomment-154508219
I think it would be natural to fix the Scala error message and fix the
condition in Python. The algorithm checks not the indexes have duplicated
values, but the indexes
Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/8643#discussion_r44164309
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/api/python/LDAModelWrapper.scala ---
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software
Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/8643#discussion_r44168908
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/api/python/LDAModelWrapper.scala ---
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software
Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/8643#discussion_r44171965
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/api/python/LDAModelWrapper.scala ---
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software
Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/8643#discussion_r44185186
--- Diff:
mllib/src/main/scala/org/apache/spark/mllib/api/python/LDAModelWrapper.scala ---
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software
Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9525#issuecomment-154512438
@urvishparikh oh, got it. Thank you for letting me know. It's my fault.
If the indexes are already sorted, the condition should be `==`, right?
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9525#issuecomment-154518546
All right. We should focus on change the error message in this issue. Thank
you for making it clear.
LGTM
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8643#issuecomment-154532750
Jenkins, test this please.
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/8643#issuecomment-154537228
Jenkins, test this please
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Github user yu-iskw commented on the pull request:
https://github.com/apache/spark/pull/9380#issuecomment-154164156
@JihongMA I don't know if there are any strong reasons in terms of
catalyst. However, personally I think we should separate changing the return
type and `null` from
Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/8534#discussion_r44093654
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/classification/GBTClassifier.scala ---
@@ -165,8 +185,9 @@ object GBTClassifier {
* @param
Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/8534#discussion_r44093668
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/classification/LogisticRegression.scala
---
@@ -390,8 +404,9 @@ class LogisticRegression(override val uid
Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/8534#discussion_r44093643
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/classification/DecisionTreeClassifier.scala
---
@@ -103,11 +116,12 @@ object DecisionTreeClassifier
Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/8534#discussion_r44093665
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/classification/LogisticRegression.scala
---
@@ -390,8 +404,9 @@ class LogisticRegression(override val uid
Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/8534#discussion_r44093682
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/classification/NaiveBayes.scala ---
@@ -110,8 +116,9 @@ class NaiveBayes(override val uid: String
Github user yu-iskw commented on a diff in the pull request:
https://github.com/apache/spark/pull/8534#discussion_r44093689
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/classification/OneVsRest.scala ---
@@ -71,16 +71,19 @@ private[ml] trait OneVsRestParams extends
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