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-rw-r--r--mllib/src/main/scala/org/apache/spark/ml/r/SparkRWrappers.scala3
1 files changed, 3 insertions, 0 deletions
diff --git a/mllib/src/main/scala/org/apache/spark/ml/r/SparkRWrappers.scala b/mllib/src/main/scala/org/apache/spark/ml/r/SparkRWrappers.scala
index fec61fed3c..21ebf6d916 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/r/SparkRWrappers.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/r/SparkRWrappers.scala
@@ -31,6 +31,7 @@ private[r] object SparkRWrappers {
family: String,
lambda: Double,
alpha: Double,
+ standardize: Boolean,
solver: String): PipelineModel = {
val formula = new RFormula().setFormula(value)
val estimator = family match {
@@ -38,11 +39,13 @@ private[r] object SparkRWrappers {
.setRegParam(lambda)
.setElasticNetParam(alpha)
.setFitIntercept(formula.hasIntercept)
+ .setStandardization(standardize)
.setSolver(solver)
case "binomial" => new LogisticRegression()
.setRegParam(lambda)
.setElasticNetParam(alpha)
.setFitIntercept(formula.hasIntercept)
+ .setStandardization(standardize)
}
val pipeline = new Pipeline().setStages(Array(formula, estimator))
pipeline.fit(df)