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-rw-r--r--mllib/src/main/scala/org/apache/spark/ml/clustering/GaussianMixture.scala6
1 files changed, 6 insertions, 0 deletions
diff --git a/mllib/src/main/scala/org/apache/spark/ml/clustering/GaussianMixture.scala b/mllib/src/main/scala/org/apache/spark/ml/clustering/GaussianMixture.scala
index e3cb92f4f1..8fac63fefb 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/clustering/GaussianMixture.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/clustering/GaussianMixture.scala
@@ -323,6 +323,9 @@ class GaussianMixture @Since("2.0.0") (
case Row(point: Vector) => OldVectors.fromML(point)
}
+ val instr = Instrumentation.create(this, rdd)
+ instr.logParams(featuresCol, predictionCol, probabilityCol, k, maxIter, seed, tol)
+
val algo = new MLlibGM()
.setK($(k))
.setMaxIterations($(maxIter))
@@ -337,6 +340,9 @@ class GaussianMixture @Since("2.0.0") (
val summary = new GaussianMixtureSummary(model.transform(dataset),
$(predictionCol), $(probabilityCol), $(featuresCol), $(k))
model.setSummary(summary)
+ instr.logNumFeatures(model.gaussians.head.mean.size)
+ instr.logSuccess(model)
+ model
}
@Since("2.0.0")