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| author | Sean Owen <sowen@cloudera.com> | 2014-04-18 10:04:02 -0700 |
|---|---|---|
| committer | Reynold Xin <rxin@apache.org> | 2014-04-18 10:04:02 -0700 |
| commit | 8aa1f4c4f6d60168737699b5a9eafd6a05660976 (patch) | |
| tree | 768546a0b82f9f76feb31d75c6037c962e5d1bab /mllib | |
| parent | aa17f022c59af02b04b977da9017671ef14d664a (diff) | |
| download | spark-8aa1f4c4f6d60168737699b5a9eafd6a05660976.tar.gz spark-8aa1f4c4f6d60168737699b5a9eafd6a05660976.tar.bz2 spark-8aa1f4c4f6d60168737699b5a9eafd6a05660976.zip | |
SPARK-1357 (addendum). More Experimental items in MLlib
Per discussion, this is my suggestion to make ALS Rating, ClassificationModel, RegressionModel experimental for now, to reserve the right to possibly change after 1.0. See what you think of this much.
Author: Sean Owen <sowen@cloudera.com>
Closes #372 from srowen/SPARK-1357Addendum and squashes the following commits:
17cf1ea [Sean Owen] Remove (another) blank line after ":: Experimental ::"
6800e4c [Sean Owen] Remove blank line after ":: Experimental ::"
b3a88d2 [Sean Owen] Make ALS Rating, ClassificationModel, RegressionModel experimental for now, to reserve the right to possibly change after 1.0
Diffstat (limited to 'mllib')
3 files changed, 10 insertions, 0 deletions
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/classification/ClassificationModel.scala b/mllib/src/main/scala/org/apache/spark/mllib/classification/ClassificationModel.scala index bd10e2e9e1..6332301e30 100644 --- a/mllib/src/main/scala/org/apache/spark/mllib/classification/ClassificationModel.scala +++ b/mllib/src/main/scala/org/apache/spark/mllib/classification/ClassificationModel.scala @@ -19,11 +19,14 @@ package org.apache.spark.mllib.classification import org.apache.spark.mllib.linalg.Vector import org.apache.spark.rdd.RDD +import org.apache.spark.annotation.Experimental /** + * :: Experimental :: * Represents a classification model that predicts to which of a set of categories an example * belongs. The categories are represented by double values: 0.0, 1.0, 2.0, etc. */ +@Experimental trait ClassificationModel extends Serializable { /** * Predict values for the given data set using the model trained. diff --git a/mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala b/mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala index 5cc47de8ff..102742c7c5 100644 --- a/mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala +++ b/mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala @@ -56,8 +56,10 @@ private[recommendation] case class InLinkBlock( /** + * :: Experimental :: * A more compact class to represent a rating than Tuple3[Int, Int, Double]. */ +@Experimental case class Rating(val user: Int, val product: Int, val rating: Double) /** diff --git a/mllib/src/main/scala/org/apache/spark/mllib/regression/RegressionModel.scala b/mllib/src/main/scala/org/apache/spark/mllib/regression/RegressionModel.scala index 5e4b8a345b..027305aa78 100644 --- a/mllib/src/main/scala/org/apache/spark/mllib/regression/RegressionModel.scala +++ b/mllib/src/main/scala/org/apache/spark/mllib/regression/RegressionModel.scala @@ -19,7 +19,12 @@ package org.apache.spark.mllib.regression import org.apache.spark.rdd.RDD import org.apache.spark.mllib.linalg.Vector +import org.apache.spark.annotation.Experimental +/** + * :: Experimental :: + */ +@Experimental trait RegressionModel extends Serializable { /** * Predict values for the given data set using the model trained. |