test failure

Author: sethah

mllib/src/test/scala/org/apache/spark/ml/util/MLTestingUtils.scala

@@ -263,10 +263,10 @@ object MLTestingUtils extends SparkFunSuite {
       modelEquals: (M, M) => Unit,
       outlierRatio: Int): Unit = {
     import data.sqlContext.implicits._
-    val outlierDS = data.withColumn("weight", lit(10000.0)).as[Instance].flatMap {
+    val outlierDS = data.withColumn("weight", lit(1.0)).as[Instance].flatMap {
       case Instance(l, w, f) =>
         val outlierLabel = if (numClasses == 0) -l else numClasses - l - 1
-        List.fill(outlierRatio)(Instance(outlierLabel, 1.0, f)) ++ List(Instance(l, w, f))
+        List.fill(outlierRatio)(Instance(outlierLabel, 0.0001, f)) ++ List(Instance(l, w, f))
     }
     val trueModel = estimator.set(estimator.weightCol, "").fit(data)
     val outlierModel = estimator.set(estimator.weightCol, "weight")