Github user sueann commented on the issue: https://github.com/apache/spark/pull/16480 Unit test runs & logs: * TrainValidationSplit ``` $ build/sbt "test-only org.apache.spark.ml.tuning.TrainValidationSplitSuiteâ $ less mllib/target/unit-tests.log ... 17/01/05 11:21:51.877 pool-1-thread-1-ScalaTest-running-TrainValidationSplitSuite INFO Instrumentation: TrainValidationSplit-tvs_8e7090288e01-206645650-7: training: numPartitions=2 storageLevel=StorageLevel(1 replicas) 17/01/05 11:21:51.877 pool-1-thread-1-ScalaTest-running-TrainValidationSplitSuite INFO Instrumentation: TrainValidationSplit-tvs_8e7090288e01-206645650-7: {"trainRatio":0.5} 17/01/05 11:21:51.877 pool-1-thread-1-ScalaTest-running-TrainValidationSplitSuite INFO Instrumentation: TrainValidationSplit-tvs_8e7090288e01-206645650-7: {"estimator":"LinearRegression","evaluator":"RegressionEvaluator","numModels":4} 17/01/05 11:21:51.877 pool-1-thread-1-ScalaTest-running-TrainValidationSplitSuite INFO TrainValidationSplit: Train validation split metrics: WrappedArray(7.79718164555543, 7.734602725775261, 7.79718164555543, 0.11150408019144314) 17/01/05 11:21:51.877 pool-1-thread-1-ScalaTest-running-TrainValidationSplitSuite INFO TrainValidationSplit: Best set of parameters: { linReg_8e7bf3d889f1-maxIter: 10, linReg_8e7bf3d889f1-regParam: 0.001 } 17/01/05 11:21:51.877 pool-1-thread-1-ScalaTest-running-TrainValidationSplitSuite INFO TrainValidationSplit: Best train validation split metric: 0.11150408019144314. ... 17/01/05 11:21:52.087 pool-1-thread-1-ScalaTest-running-TrainValidationSplitSuite INFO Instrumentation: TrainValidationSplit-tvs_8e7090288e01-206645650-7: training finished ``` * CrossValdator ``` $ build/sbt "test-only org.apache.spark.ml.tuning.CrossValidatorSuite" $ less mllib/target/unit-tests.log ... 17/01/05 11:27:26.860 pool-1-thread-1-ScalaTest-running-CrossValidatorSuite INFO Instrumentation: CrossValidator-cv_f60fd2c0f5ce-428174643-13: training: numPartitions=2 storageLevel=StorageLevel(1 replicas) 17/01/05 11:27:26.860 pool-1-thread-1-ScalaTest-running-CrossValidatorSuite INFO Instrumentation: CrossValidator-cv_f60fd2c0f5ce-428174643-13: {"numFolds":3} 17/01/05 11:27:26.860 pool-1-thread-1-ScalaTest-running-CrossValidatorSuite INFO Instrumentation: CrossValidator-cv_f60fd2c0f5ce-428174643-13: {"estimator":"LogisticRegression","evaluator":"BinaryClassificationEvaluator","numModels":4} 17/01/05 11:27:26.860 pool-1-thread-1-ScalaTest-running-CrossValidatorSuite INFO CrossValidator: Average cross-validation metrics: WrappedArray(0.5, 0.5, 0.8333037031406596, 0.8333037031406596) 17/01/05 11:27:26.862 pool-1-thread-1-ScalaTest-running-CrossValidatorSuite INFO CrossValidator: Best set of parameters: { logreg_e763c2efb948-maxIter: 10, logreg_e763c2efb948-regParam: 0.001 } 17/01/05 11:27:26.863 pool-1-thread-1-ScalaTest-running-CrossValidatorSuite INFO CrossValidator: Best cross-validation metric: 0.8333037031406596. ... 17/01/05 11:27:27.040 pool-1-thread-1-ScalaTest-running-CrossValidatorSuite INFO Instrumentation: CrossValidator-cv_f60fd2c0f5ce-428174643-13: training finished ... ``` * OneVsRest ``` $ build/sbt "test-only org.apache.spark.ml.classification.OneVsRestSuite" $ less mllib/target/unit-tests.log ... 17/01/05 13:26:36.017 pool-1-thread-1-ScalaTest-running-OneVsRestSuite INFO Instrumentation: OneVsRest-oneVsRest_551a9c8d41e4-1366242214-12: training: numPartitions=2 storageLevel=StorageLevel(1 replicas) 17/01/05 13:26:36.018 pool-1-thread-1-ScalaTest-running-OneVsRestSuite INFO Instrumentation: OneVsRest-oneVsRest_551a9c8d41e4-1366242214-12: {"labelCol":"indexed","featuresCol":"f","predictionCol":"p"} 17/01/05 13:26:36.018 pool-1-thread-1-ScalaTest-running-OneVsRestSuite INFO Instrumentation: OneVsRest-oneVsRest_551a9c8d41e4-1366242214-12: {"numClasses":3} 17/01/05 13:26:36.018 pool-1-thread-1-ScalaTest-running-OneVsRestSuite INFO Instrumentation: OneVsRest-oneVsRest_551a9c8d41e4-1366242214-12: {"classifier":"LogisticRegression"} 17/01/05 13:26:36.018 pool-1-thread-1-ScalaTest-running-OneVsRestSuite INFO Instrumentation: OneVsRest-oneVsRest_551a9c8d41e4-1366242214-12: training finished ... ```
--- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- --------------------------------------------------------------------- To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org