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Posted to reviews@spark.apache.org by srowen <gi...@git.apache.org> on 2016/01/03 12:59:10 UTC
[GitHub] spark pull request: [SPARK-12331][ML] R^2 for regression through t...
Github user srowen commented on a diff in the pull request:
https://github.com/apache/spark/pull/10384#discussion_r48692216
--- Diff: mllib/src/main/scala/org/apache/spark/mllib/evaluation/RegressionMetrics.scala ---
@@ -27,11 +27,17 @@ import org.apache.spark.sql.DataFrame
/**
* Evaluator for regression.
*
- * @param predictionAndObservations an RDD of (prediction, observation) pairs.
+ * @param predictionAndObservations an RDD of (prediction, observation) pairs,
+ * @param throughOrigin True if the regression is through the origin. For example, in linear
+ * regression, it will be true without fitting intercept.
*/
@Since("1.2.0")
class RegressionMetrics @Since("1.2.0") (
- predictionAndObservations: RDD[(Double, Double)]) extends Logging {
+ predictionAndObservations: RDD[(Double, Double)], throughOrigin: Boolean)
--- End diff --
@iyounus ah we have two tiny problems to sort then this can be merged. First the `@Since` annotation is wrong here; it needs to move to the new constructor, and this needs a new "since 2.0.0" annotation on the main constructor. Also, in the scaladoc, `predictionAndObservations` ends with a comma now but should be left unchanged
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