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Published 20 hours ago • verified publisher icon dotnet

AutoML ExperimentResult plain TrainerName instead of "ReplaceMissingValues=>OneHotHashEncoding=>Concatenate=>Unknown=>SdcaMaximumEntropyMulti=>Unknown"

Open rzechu opened this issue 2 years ago • 5 comments

System Information (please complete the following information):

  • OS & Version: Windows 11
  • ML.NET Version: 0.20
  • .NET Version: .NET 6.0

Describe the bug Result of Microsoft.ML.AutoML.MulticlassClassificationExperiment public override ExperimentResult<MulticlassClassificationMetrics> Execute(IDataView trainData, string labelColumnName = "Label", string samplingKeyColumn = null, IEstimator<ITransformer> preFeaturizer = null, IProgress<RunDetail<MulticlassClassificationMetrics>> progressHandler = null)

Expected behavior Trainer name should be used trainer name not this "concatated long value"

Screenshots, Code, Sample Projects Previous valid (0.17) image

New version (0.20) image image

rzechu avatar Jan 19 '23 10:01 rzechu

We also have similar feedback on having a seperate property that hold trainer name only. Would adding an extra TrainerName in TrialResult which held algo name be enough?

LittleLittleCloud avatar Jan 23 '23 18:01 LittleLittleCloud

No matter what just need easy accesible algo name to describe results in returned ExperimentResults. Another property with plain algo name should be enough

rzechu avatar Jan 23 '23 22:01 rzechu

I am having the same issue. Microsoft.ML version 3.0.0 Microsoft.Auto.ML version 0.21.0

tugbargn avatar Dec 04 '23 16:12 tugbargn

I also have the same issue.

.NET 8.0. AutoML 0.21.1 Microsoft.ML version 3.0.1

bettwedder avatar Feb 23 '24 06:02 bettwedder