Meaningless bug in the latest version

microsoft.auto.ml gives errors in latest version. Especially when you run the command like below, cache memory error or different errors are returned. But when I downgrade, this error goes away.

ExperimentResult experiment = mlContext.Auto().CreateRegressionExperiment(settings).Execute(newData, labelColumnName: "P", progressHandler: progress);

Can you post the stacktrace of one of those errors here, that will greatly help us locating the bug

thanks

After installing the latest version of Microsoft.ML.AutoML, it only works the first time it works and then gives an error. The 0.19 or 0.18 versions that appear now seem to work without errors.

I am getting an error in the section I wrote below.

            var settings = new RegressionExperimentSettings
            {
                MaxExperimentTimeInSeconds = 150,
                CacheDirectoryName = null
            };

ExperimentResult experiment = mlContext.Auto().CreateRegressionExperiment(settings).Execute(dtView, labelColumnName: "Label", progressHandler: progress);

null
};
ExperimentResult experiment = mlContext.Auto().CreateRegressionExperiment(settings)

Sorry to hear that, if you can share the full stacktrace information from the thrown exception that would be great helpful for us to debug

Unfortunately your method does not work.
The error it gives is the error I wrote below.
One or more errors occurred. (Object reference not set to an instance of an object.)
Error part: ExperimentResult experiment = mlContext.Auto().CreateRegressionExperiment(settings).Execute(trainingDataView, labelColumnName: "Deger", progressHandler: progress);

at System.Threading.Tasks.Task1.GetResultCore(Boolean waitCompletionNotification) at System.Threading.Tasks.Task1.get_Result()
at Microsoft.ML.AutoML.AutoMLExperiment.Run()
at Microsoft.ML.AutoML.RegressionExperiment.Execute(IDataView trainData, ColumnInformation columnInformation, IEstimator1 preFeaturizer, IProgress1 progressHandler)
at Microsoft.ML.AutoML.RegressionExperiment.Execute(IDataView trainData, String labelColumnName, String samplingKeyColumn, IEstimator1 preFeaturizer, IProgress1 progressHandler)
at TerminatorScratch.Program.CreateModel() in

@HoLyDreaM

@HoLyDreaM could you share a sample that repros this behavior so that we can investigate further.

@michaelgsharp

AutoMlError.zip

@michaelgsharp: I've attached a minimal repro for the issue for your convenience.

Line 63 throws the exception for CreateRegressionExperiment -- if you uncomment line 66 instead for CreateMulticlassClassificationExperiment it works.

Hope this helps!

@michaelgsharp

AutoMlError.zip

@michaelgsharp: I've attached a minimal repro for the issue for your convenience.

Line 63 throws the exception for CreateRegressionExperiment -- if you uncomment line 66 instead for CreateMulticlassClassificationExperiment it works.

Hope this helps!

How can I get the rsquard value when using this method?

@HoLyDreaM

Hi @HoLyDreaM; you can get it via: TheExperiment.BestRun.ValidationMetrics.RSquared

ValidationMetrics.RSquared

unfortunately nothing like this happens.

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Meaningless bug in the latest version #6529

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Meaningless bug in the latest version #6529

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LittleLittleCloud commented on Dec 24, 2022

HoLyDreaM commented on Dec 25, 2022

HoLyDreaM commented on Dec 26, 2022

LittleLittleCloud commented on Dec 26, 2022

HoLyDreaM commented on Jan 12, 2023

michaelgsharp commented on Feb 6, 2023

zeroskyx commented on Feb 6, 2023

HoLyDreaM commented on Feb 7, 2023

zeroskyx commented on Feb 7, 2023

HoLyDreaM commented on Feb 8, 2023

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