dotnet / dotnet/machinelearning
[AutoML] Column inferencing is limited to 10000 Columns
Open
area-AutoML
enhancement
Priority:2
- Dominant language
- C#
- Stars
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- Avg merge
- 2d 20h
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- 11
Description
Looks like when a dataset has more than 10000 columns. The column inferencing API is failing in AutoML and hence CLI also fails
System information
OS version/distro: Any OS
ML.NET CLI
What did you do?
Gave the CLI a csv file more than 10000 columns
What happened?
CLI fails to run and throws an exception while inferring columns
What did you expect?
To infer columns and produce a model and console project.
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Assessment
This issue has not been assessed yet.