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This is a case where I have a hard time getting my head round how and why machine learning helps. What models are there available, and what training data do you
by pbowyer 3y ago
This is a case where I have a hard time getting my head round how and why machine learning helps. What models are there available, and what training data do you use? Any background would be appreciated, I use ML for feature detection and image classification, but not yet for regressions.
- bigger_cheese 3y agoI'm not a data scientist (my background is Engineering) I use Azure ML Studio. the regression feature uses an ensemble of different algorithms there is an explanation here. https://learn.microsoft.com/en-us/azure/machine-learning/component-reference-v2/regression?view=azureml-api-2 https://learn.microsoft.com/en-us/azure/machine-learning/com... Once the model has run it uses something called a mimic to generate model explainability, which lets you explore things like feature importance etc in the final model. As far as the user interface goes I mostly used SAS in the past and it feels quite similar.