PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #100
You work for a magazine distributor and need to build a model that predicts which customers will renew their subscriptions for the upcoming year. Using your company's historical data as your training
The correct answer is C. Use the AI Explanations feature on AI Platform. Submit each prediction request with the 'explain'. https://cloud.google.com/ai-platform/prediction/docs/ai-explanations/overview AI Explanations helps you understand your model's outputs for classification and regression tasks. Whenever you request a prediction on AI Platform, AI Explanations tells you how much each feature in th
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Options
- AUse AI Platform notebooks to perform a Lasso regression analysis on your model, which will
- BStream prediction results to BigQuery. Use BigQuery's CORR(X1, X2) function to calculate the
- CUse the AI Explanations feature on AI Platform. Submit each prediction request with the 'explain'
- DUse the What-If tool in Google Cloud to determine how your model will perform when individual
How the community answered
(58 responses)- A5% (3)
- B16% (9)
- C71% (41)
- D9% (5)
Explanation
https://cloud.google.com/ai-platform/prediction/docs/ai-explanations/overview AI Explanations helps you understand your model's outputs for classification and regression tasks. Whenever you request a prediction on AI Platform, AI Explanations tells you how much each feature in the data contributed to the predicted result.
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