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| author | Xiangrui Meng <meng@databricks.com> | 2014-05-05 18:32:54 -0700 |
|---|---|---|
| committer | Matei Zaharia <matei@databricks.com> | 2014-05-05 18:32:54 -0700 |
| commit | 98750a74daf7e2b873da85d2d5067f47e3bbdc4e (patch) | |
| tree | 7751cfc30345957b4ee65bde5a0a91fe57a984e3 /docs/mllib-linear-methods.md | |
| parent | ea10b3126167af3f50f7c2a70e1d942e839fcb66 (diff) | |
| download | spark-98750a74daf7e2b873da85d2d5067f47e3bbdc4e.tar.gz spark-98750a74daf7e2b873da85d2d5067f47e3bbdc4e.tar.bz2 spark-98750a74daf7e2b873da85d2d5067f47e3bbdc4e.zip | |
[SPARK-1594][MLLIB] Cleaning up MLlib APIs and guide
Final pass before the v1.0 release.
* Remove `VectorRDDs`
* Move `BinaryClassificationMetrics` from `evaluation.binary` to `evaluation`
* Change default value of `addIntercept` to false and allow to add intercept in Ridge and Lasso.
* Clean `DecisionTree` package doc and test suite.
* Mark model constructors `private[spark]`
* Rename `loadLibSVMData` to `loadLibSVMFile` and hide `LabelParser` from users.
* Add `saveAsLibSVMFile`.
* Add `appendBias` to `MLUtils`.
Author: Xiangrui Meng <meng@databricks.com>
Closes #524 from mengxr/mllib-cleaning and squashes the following commits:
295dc8b [Xiangrui Meng] update loadLibSVMFile doc
1977ac1 [Xiangrui Meng] fix doc of appendBias
649fcf0 [Xiangrui Meng] rename loadLibSVMData to loadLibSVMFile; hide LabelParser from user APIs
54b812c [Xiangrui Meng] add appendBias
a71e7d0 [Xiangrui Meng] add saveAsLibSVMFile
d976295 [Xiangrui Meng] Merge branch 'master' into mllib-cleaning
b7e5cec [Xiangrui Meng] remove some experimental annotations and make model constructors private[mllib]
9b02b93 [Xiangrui Meng] minor code style update
a593ddc [Xiangrui Meng] fix python tests
fc28c18 [Xiangrui Meng] mark more classes experimental
f6cbbff [Xiangrui Meng] fix Java tests
0af70b0 [Xiangrui Meng] minor
6e139ef [Xiangrui Meng] Merge branch 'master' into mllib-cleaning
94e6dce [Xiangrui Meng] move BinaryLabelCounter and BinaryConfusionMatrixImpl to evaluation.binary
df34907 [Xiangrui Meng] clean DecisionTreeSuite to use LocalSparkContext
c81807f [Xiangrui Meng] set the default value of AddIntercept to false
03389c0 [Xiangrui Meng] allow to add intercept in Ridge and Lasso
c66c56f [Xiangrui Meng] move tree md to package object doc
a2695df [Xiangrui Meng] update guide for BinaryClassificationMetrics
9194f4c [Xiangrui Meng] move BinaryClassificationMetrics one level up
1c1a0e3 [Xiangrui Meng] remove VectorRDDs because it only contains one function that is not necessary for us to maintain
Diffstat (limited to 'docs/mllib-linear-methods.md')
| -rw-r--r-- | docs/mllib-linear-methods.md | 2 |
1 files changed, 1 insertions, 1 deletions
diff --git a/docs/mllib-linear-methods.md b/docs/mllib-linear-methods.md index 8108440698..ebb555f974 100644 --- a/docs/mllib-linear-methods.md +++ b/docs/mllib-linear-methods.md @@ -180,7 +180,7 @@ error. {% highlight scala %} import org.apache.spark.SparkContext import org.apache.spark.mllib.classification.SVMWithSGD -import org.apache.spark.mllib.evaluation.binary.BinaryClassificationMetrics +import org.apache.spark.mllib.evaluation.BinaryClassificationMetrics import org.apache.spark.mllib.regression.LabeledPoint import org.apache.spark.mllib.linalg.Vectors import org.apache.spark.mllib.util.MLUtils |