[SPARK-9917] [ML] add getMin/getMax and doc for originalMin/origianlMax in MinMaxScaler

hhbyyh

Author: Xiangrui Meng <meng@databricks.com>

Closes #8145 from mengxr/SPARK-9917.

1 files changed, 9 insertions, 1 deletions

diff --git a/mllib/src/main/scala/org/apache/spark/ml/feature/MinMaxScaler.scala b/mllib/src/main/scala/org/apache/spark/ml/feature/MinMaxScaler.scala
index b30adf3df4..9a473dd237 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/feature/MinMaxScaler.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/feature/MinMaxScaler.scala
@@ -41,6 +41,9 @@ private[feature] trait MinMaxScalerParams extends Params with HasInputCol with H
   val min: DoubleParam = new DoubleParam(this, "min",
     "lower bound of the output feature range")
 
+  /** @group getParam */
+  def getMin: Double = $(min)
+
   /**
    * upper bound after transformation, shared by all features
    * Default: 1.0
@@ -49,6 +52,9 @@ private[feature] trait MinMaxScalerParams extends Params with HasInputCol with H
   val max: DoubleParam = new DoubleParam(this, "max",
     "upper bound of the output feature range")
 
+  /** @group getParam */
+  def getMax: Double = $(max)
+
   /** Validates and transforms the input schema. */
   protected def validateAndTransformSchema(schema: StructType): StructType = {
     val inputType = schema($(inputCol)).dataType
@@ -115,6 +121,9 @@ class MinMaxScaler(override val uid: String)
  * :: Experimental ::
  * Model fitted by [[MinMaxScaler]].
  *
+ * @param originalMin min value for each original column during fitting
+ * @param originalMax max value for each original column during fitting
+ *
  * TODO: The transformer does not yet set the metadata in the output column (SPARK-8529).
  */
 @Experimental
@@ -136,7 +145,6 @@ class MinMaxScalerModel private[ml] (
   /** @group setParam */
   def setMax(value: Double): this.type = set(max, value)
 
-
   override def transform(dataset: DataFrame): DataFrame = {
     val originalRange = (originalMax.toBreeze - originalMin.toBreeze).toArray
     val minArray = originalMin.toArray