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[SPARK-22882][ML][TESTS] ML test for structured streaming: ml.classification #20121

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[SPARK-22882][ML][TESTS] ML test for structured streaming: ml.classification #20121

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9dbb1b1
init pr
WeichenXu123 Dec 23, 2017
8de207d
update ovs test
WeichenXu123 Jan 12, 2018
fb474c0
address smurakozi comments
WeichenXu123 Mar 2, 2018
1335a91
add stream test for testPredictMethods
WeichenXu123 Mar 2, 2018
6d59c5b
add streaming test for lor set initial model
WeichenXu123 Mar 2, 2018
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address smurakozi comments
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@WeichenXu123
WeichenXu123 committed Mar 2, 2018
commit fb474c038643958213a3d78e628a0dd58919946e
3 changes: 1 addition & 2 deletions mllib/src/test/scala/org/apache/spark/ml/classification/LogisticRegressionSuite.scala
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Expand Up @@ -22,7 +22,7 @@ import scala.language.existentials
import scala.util.Random
import scala.util.control.Breaks._

import org.apache.spark.{SparkException, SparkFunSuite}
import org.apache.spark.SparkException
import org.apache.spark.ml.attribute.NominalAttribute
import org.apache.spark.ml.classification.LogisticRegressionSuite._
import org.apache.spark.ml.feature.{Instance, LabeledPoint}
Expand All @@ -31,7 +31,6 @@ import org.apache.spark.ml.optim.aggregator.LogisticAggregator
import org.apache.spark.ml.param.{ParamMap, ParamsSuite}
import org.apache.spark.ml.util.{DefaultReadWriteTest, MLTest, MLTestingUtils}
import org.apache.spark.ml.util.TestingUtils._
import org.apache.spark.mllib.util.MLlibTestSparkContext
import org.apache.spark.sql.{Dataset, Row}
import org.apache.spark.sql.functions.{col, lit, rand}
import org.apache.spark.sql.types.LongType
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1 change: 0 additions & 1 deletion ...c/test/scala/org/apache/spark/ml/classification/MultilayerPerceptronClassifierSuite.scala
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Expand Up @@ -26,7 +26,6 @@ import org.apache.spark.mllib.evaluation.MulticlassMetrics
import org.apache.spark.mllib.linalg.{Vectors => OldVectors}
import org.apache.spark.mllib.regression.{LabeledPoint => OldLabeledPoint}
import org.apache.spark.sql.{Dataset, Row}
import org.apache.spark.sql.functions._

class MultilayerPerceptronClassifierSuite extends MLTest with DefaultReadWriteTest {

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1 change: 0 additions & 1 deletion mllib/src/test/scala/org/apache/spark/ml/classification/OneVsRestSuite.scala
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Expand Up @@ -29,7 +29,6 @@ import org.apache.spark.mllib.classification.LogisticRegressionWithLBFGS
import org.apache.spark.mllib.evaluation.MulticlassMetrics
import org.apache.spark.mllib.linalg.{Vectors => OldVectors}
import org.apache.spark.mllib.regression.{LabeledPoint => OldLabeledPoint}
import org.apache.spark.mllib.util.MLlibTestSparkContext
import org.apache.spark.rdd.RDD
import org.apache.spark.sql.Dataset
import org.apache.spark.sql.functions._
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