GitHub user mengxr opened a pull request:
https://github.com/apache/spark/pull/584
[SPARK-1636][MLLIB] Move main methods to examples
* `NaiveBayes` -> `SparseNaiveBayes`
* `KMeans` -> `DenseKMeans`
* `SVMWithSGD` and `LogisticRegerssionWithSGD` -> `BinaryClassification`
* `ALS` -> `MovieLensALS`
* `LinearRegressionWithSGD`, `LassoWithSGD`, and `RidgeRegressionWithSGD`
-> `LinearRegression`
* `DecisionTree` -> `DecisionTreeRunner`
scopt is used for command-line parameters except `DecisionTreeRunner`.
Example help message:
~~~
BinaryClassification: an example app for binary classification.
Usage: BinaryClassification [options] <input>
--numIterations <value>
number of iterations
--stepSize <value>
initial step size, default: 1.0
--algorithm <value>
algorithm (SVM,LR), default: LR
--regType <value>
regularization type (L1,L2), default: L2
--regParam <value>
regularization parameter, default: 0.1
<input>
input paths to labeled examples in LIBSVM format
~~~
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/mengxr/spark mllib-main
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/584.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #584
----
commit 9420692994d75c23560d49039bcf2f75a5225544
Author: Xiangrui Meng <[email protected]>
Date: 2014-04-28T17:21:39Z
add scopt to examples dependencies
commit 01ec2cd0c01c809352f5b5dfa39666a9a5ac472b
Author: Xiangrui Meng <[email protected]>
Date: 2014-04-28T18:19:27Z
Merge branch 'master' into mllib-main
commit f70878ebf0a8a13cb4da2d6a8b4e37ec7b7df890
Author: Xiangrui Meng <[email protected]>
Date: 2014-04-28T18:51:53Z
remove main from NaiveBayes and add an example NaiveBayes app
commit 3d299bc431cd4645258b70f0c3bf495cdc5bf286
Author: Xiangrui Meng <[email protected]>
Date: 2014-04-28T21:05:18Z
remove main from LR/SVM and add an example app for binary classification
commit 577945b46f5e9704d2f8ec2e98d0e0a79b40c50a
Author: Xiangrui Meng <[email protected]>
Date: 2014-04-28T21:06:39Z
remove unused imports from NB
commit b040f3b22f0e7bd18489b0466b3a2df7921e071b
Author: Xiangrui Meng <[email protected]>
Date: 2014-04-28T21:29:52Z
change BinaryClassificationParams to Params
commit b066bbc518be7ef3931c9625cab9030aae74400b
Author: Xiangrui Meng <[email protected]>
Date: 2014-04-28T21:32:12Z
remove main from ALS and add MovieLensALS example
commit 67f444831a3af3b9d120e139b54bbb19611ebf72
Author: Xiangrui Meng <[email protected]>
Date: 2014-04-28T22:03:26Z
remove main methods from linear regression algorithms and add
LinearRegression example
commit fe23dcb32875b3967018c7b68a10362ca86a29f9
Author: Xiangrui Meng <[email protected]>
Date: 2014-04-28T23:00:07Z
remove main from KMeans and add DenseKMeans as an example
commit 8bfaa5a49a1ac9c764a778725f832be51c35a9f6
Author: Xiangrui Meng <[email protected]>
Date: 2014-04-28T23:01:52Z
change NaiveBayesParams to Params
commit b3edf68894df30921bc4cc87720bc88daf355ccd
Author: Xiangrui Meng <[email protected]>
Date: 2014-04-28T23:15:33Z
move DecisionTree's main method to examples
----
---
If your project is set up for it, you can reply to this email and have your
reply appear on GitHub as well. If your project does not have this feature
enabled and wishes so, or if the feature is enabled but not working, please
contact infrastructure at [email protected] or file a JIRA ticket
with INFRA.
---
