Question 259 of 280
Single answerYou work for a retail company. You have been tasked with building a model to determine the probability of churn for each customer. You need the predictions to be interpretable so the results can be used to develop marketing campaigns that target at-risk customers. What should you do?
ABuild a random forest regression model in a Vertex AI Workbench notebook instance. Configure the model to generate feature importances after the model is trained.
✓BBuild an AutoML tabular regression model. Configure the model to generate explanations when it makes predictions.
CBuild a custom TensorFlow neural network by using Vertex AI custom training. Configure the model to generate explanations when it makes predictions.
DBuild a random forest classification model in a Vertex AI Workbench notebook instance. Configure the model to generate feature importances after the model is trained.
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Correct Answer: B
Build an AutoML tabular regression model. Configure the model to generate explanations when it makes predictions.
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Explanation
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