Oracle Cloud Infrastructure 2024 Data Foundations Associate Quiz 04 15Nov24 - Practice Quiz

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Question 1 of 30

A data analyst at a subscription-based service is using Oracle Machine Learning to predict customer churn. They have access to a large dataset stored in Oracle Database and need to select the most appropriate machine learning algorithm for their task. Which approach should the analyst take to ensure they choose the best algorithm for their predictive model?

Evaluate multiple algorithms available in Oracle Machine Learning, considering their performance metrics and interpretability on the dataset.

Select the algorithm that has the highest accuracy from previous projects without considering the current dataset's characteristics.

Use a single algorithm and apply it directly to the dataset without any preprocessing or feature selection.

Choose the algorithm based solely on its popularity in the data science community, disregarding the specific business context.

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