CROSS VALIDATION WITH HYPER PARAMETER TUNING IN AZURE ML NOTEBOOK USING PYTHON SDK

krishna kategaru 1

is there any way to use cross validation in azure notebook using python sdk, while using hyperdrive config for hyper parameter tuning?

Ramr-msft 17,836 Reputation points

2021-06-23T08:35:13.103+00:00

@krishna kategaru Thanks for the question. We have forwarded to the product team to check on for cross validation using the azure ml python sdk.

Please follow the document for hyperparameter tuning a model with Azure Machine Learning.

1 answer

Ramr-msft 17,836 Reputation points

2021-07-07T03:36:08.927+00:00

@krishna kategaru Thanks, Please follow the document for Sampling the hyperparameter space.

https://learn.microsoft.com/en-us/azure/machine-learning/how-to-tune-hyperparameters#sampling-the-hyperparameter-space
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Giovanni Merola 0 Reputation points

2024-06-01T14:03:51.08+00:00

Fantastic, that page doesn't even mention cross-validation. I think you can pass using KFold from klearn.model_selection as cv = KFold(n_splits=5) .
But who cares, just click a button and everything will be done for you!
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