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| author | Yanbo Liang <ybliang8@gmail.com> | 2016-04-12 10:51:07 -0700 |
|---|---|---|
| committer | Xiangrui Meng <meng@databricks.com> | 2016-04-12 10:51:09 -0700 |
| commit | 75e05a5a964c9585dd09a2ef6178881929bab1f1 (patch) | |
| tree | 2519cff0d3117b50b459f48a0e60601daea8257a /mllib/src/test/scala/org/apache | |
| parent | 6bf692147c21dd74e91e2bd95845f11ef0a303e6 (diff) | |
| download | spark-75e05a5a964c9585dd09a2ef6178881929bab1f1.tar.gz spark-75e05a5a964c9585dd09a2ef6178881929bab1f1.tar.bz2 spark-75e05a5a964c9585dd09a2ef6178881929bab1f1.zip | |
[SPARK-12566][SPARK-14324][ML] GLM model family, link function support in SparkR:::glm
* SparkR glm supports families and link functions which match R's signature for family.
* SparkR glm API refactor. The comparative standard of the new API is R glm, so I only expose the arguments that R glm supports: ```formula, family, data, epsilon and maxit```.
* This PR is focus on glm() and predict(), summary statistics will be done in a separate PR after this get in.
* This PR depends on #12287 which make GLMs support link prediction at Scala side. After that merged, I will add more tests for predict() to this PR.
Unit tests.
cc mengxr jkbradley hhbyyh
Author: Yanbo Liang <ybliang8@gmail.com>
Closes #12294 from yanboliang/spark-12566.
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