In SAS Viya, a data scientist wants to use the automl CAS action to automatically search for the best model for a classification target. Which action set contains the automl action?
Select an answer to reveal the explanation.
Short Explanation
Here's the deal — you'll find the automl action in the autoML action set, because SAS Viya uses SAS Model Studio and autoML-related CAS actions to automate algorithm selection, feature engineering, and hyperparameter tuning for classification and regression.
Full Explanation
The correct choice is the 'autoML' action set (autotune/automl actions within Model Studio) because SAS Viya provides AutoML functionality through SAS Model Studio and the autoML-related CAS actions within the model building pipeline, which automates algorithm selection, feature engineering, and hyperparameter tuning for both classification and regression tasks. The 'regression' action set is wrong because it fits regression models, not AutoML pipelines. The 'sampling' action set is wrong because it handles data sampling. The 'simple' action set is wrong because it provides descriptive statistics.