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BUG REPORT - MetaCost with Linear Discriminant Analysis operator does not work

amitdamitd image Maven
in Help
The MetaCost operator fails to run when the Linear Discriminant Analysis operator is used as the base learner.

The following Stack Trace is generated in the Debug Mode:

  • Exception: java.lang.NullPointerException
  • Message: null
  • Stack trace:
  • com.rapidminer.example.table.DataRow.set(DataRow.java:84)
  • com.rapidminer.belt.table.ConvertOnWriteExampleTable$1$1.set(ConvertOnWriteExampleTable.java:188)
  • com.rapidminer.example.table.AbstractAttribute.setValue(AbstractAttribute.java:192)
  • com.rapidminer.example.table.DataRow.set(DataRow.java:84)
  • com.rapidminer.example.Example.setValue(Example.java:142)
  • com.rapidminer.example.Example.setConfidence(Example.java:214)
  • com.rapidminer.operator.learner.meta.MetaCostModel.performPrediction(MetaCostModel.java:156)
  • com.rapidminer.operator.learner.PredictionModel.apply(PredictionModel.java:117)
  • com.rapidminer.operator.AbstractModel.apply(AbstractModel.java:82)
  • com.rapidminer.operator.AbstractModel.apply(AbstractModel.java:34)
  • com.rapidminer.operator.ModelApplier.applyModel(ModelApplier.java:140)
  • com.rapidminer.operator.ModelApplier.doWork(ModelApplier.java:125)
  • com.rapidminer.operator.Operator.execute(Operator.java:1023)
  • com.rapidminer.operator.execution.SimpleUnitExecutor.execute(SimpleUnitExecutor.java:77)
  • com.rapidminer.operator.ExecutionUnit$2.run(ExecutionUnit.java:805)
  • com.rapidminer.operator.ExecutionUnit$2.run(ExecutionUnit.java:800)
  • java.security.AccessController.doPrivileged(Native Method)
  • com.rapidminer.operator.ExecutionUnit.execute(ExecutionUnit.java:800)
  • com.rapidminer.operator.OperatorChain.doWork(OperatorChain.java:423)
  • com.rapidminer.operator.Operator.execute(Operator.java:1023)
  • com.rapidminer.Process.executeRoot(Process.java:1464)
  • com.rapidminer.Process.lambda$executeRootInPool$5(Process.java:1443)
  • com.rapidminer.studio.concurrency.internal.AbstractConcurrencyContext$AdaptedCallable.exec(AbstractConcurrencyContext.java:362)
  • java.util.concurrent.ForkJoinTask.doExec(ForkJoinTask.java:289)
  • java.util.concurrent.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1056)
  • java.util.concurrent.ForkJoinPool.runWorker(ForkJoinPool.java:1692)
  • java.util.concurrent.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:175)
Tagged:

Best Answer

  • MartinLiebigMartinLiebig image RM Data Scientist
    Solution Accepted
    Hi,
    I think it cannot work because LDA is one of the rare learners not returning a confidence but MetaCost needs it?

    Still, we should throw a proper error message.

    Best,
    Martin
    - Sr. Director Data Solutions, Altair RapidMiner -
    Dortmund, Germany

Answers

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