dotnet / dotnet/machinelearning

[AutoML API] API Suggestions

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#6,304 4 comments 0 reactions 1 assignee Claimed by @LittleLittleCloud View on GitHub
area-AutoML enhancement
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Description

- When setting evaluation metrics using methods like `SetBinaryClassificationMetric`, the default value for `labelColumn` parameter is *label*. This is inconsistent with like the `predictColumn` parameter and the rest of ML.NET. Suggest change to `Label`.
- When setting evaluation metrics using methods like `SetBinaryClassificationMetric`, the parameter names are `labelColumn` and `predictColumn`. In ML.NET, typically parameters referring to column names include name. Suggest change of parameter names to `labelColumnName` and `predictColumnName`.

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