feiyun0112

`ader is an invalid culture identifier.` @pccai did you change current culture?

@allou-bae can you attach a minimal reproduction demo application?

you need download Adult dataset to app BaseDirectory For more details, please see [https://docs.microsoft.com/en-us/dotnet/api/microsoft.ml.samplesutils.datasetutils.loadfeaturizedadultdataset?view=ml-dotnet-preview#microsoft-ml-samplesutils-datasetutils-loadfeaturizedadultdataset(microsoft-ml-mlcontext)](https://docs.microsoft.com/en-us/dotnet/api/microsoft.ml.samplesutils.datasetutils.loadfeaturizedadultdataset?view=ml-dotnet-preview#microsoft-ml-samplesutils-datasetutils-loadfeaturizedadultdataset(microsoft-ml-mlcontext))

I read [the implementation code](https://github.com/dotnet/machinelearning/blob/main/src/Microsoft.ML.SamplesUtils/SamplesDatasetUtils.cs) and found that the logic is like this: - should exits `.git` folder - dataset filename should be `test\data\adult.txt` **like this:** 

If you want to load/process the images in-memory, do not use LoadColumn attrbiute ``` public class ImageInputData { [ImageType(ImageSettings.imageHeight, ImageSettings.imageWidth)] public Bitmap Image { get; set; } } ``` please...

You should use Azure OpanAI to implement https://learn.microsoft.com/en-us/semantic-kernel/overview/

please check the distinct values of PrMaintenanceClass.failure in preparedData

The pipelines are in the wrong order ```` var pipeline = context.Auto().Featurizer(data, columnInformation: columnInference.ColumnInformation) //.Append(context.Transforms.Conversion.MapKeyToValue(label, label)) .Append(context.Transforms.Conversion.MapValueToKey(outputColumnName: @"Label", inputColumnName: @"Label")) .Append(context.Auto().MultiClassification() .Append(context.Transforms.Conversion.MapKeyToValue(outputColumnName: @"PredictedLabel", inputColumnName: @"PredictedLabel"))); ````

you use the wrong model for TextCompletionService if you want to use gpt-35-turbo model, you should use ChatCompletionService [https://github.com/microsoft/semantic-kernel/blob/main/samples/dotnet/kernel-syntax-examples/Example26_SemanticFunctionsUsingChatGPT.cs#L22](https://github.com/microsoft/semantic-kernel/blob/main/samples/dotnet/kernel-syntax-examples/Example26_SemanticFunctionsUsingChatGPT.cs#L22)

you use wrong service, please see #650