Github user iyounus commented on a diff in the pull request: https://github.com/apache/spark/pull/10384#discussion_r48064092 --- Diff: mllib/src/main/scala/org/apache/spark/mllib/evaluation/RegressionMetrics.scala --- @@ -31,13 +30,17 @@ import org.apache.spark.sql.DataFrame */ @Since("1.2.0") class RegressionMetrics @Since("1.2.0") ( - predictionAndObservations: RDD[(Double, Double)]) extends Logging { + predictionAndObservations: RDD[(Double, Double)], isUnbiased: Boolean = true) --- End diff -- I will double check this. I've seen this being called biased. The problem is that this special case is rarely discussed in literature so the documentation is scarce.
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