Oracle Cloud Infrastructure 2024 AI Foundations Associate Quiz 05 15Nov24 - Practice Quiz

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Question 1 of 30

A financial services company is looking to implement predictive analytics to enhance its risk assessment processes. They have historical data on customer transactions, credit scores, and demographic information. The data science team is debating between using a decision tree model and a neural network model for their predictive analysis. What key factor should the team consider when deciding which model to implement for their risk assessment?

The interpretability of the model results and how easily stakeholders can understand the decision-making process.

The computational resources required for training the model and the time it takes to achieve convergence.

The volume of historical data available and whether it meets the minimum requirements for model training.

The complexity of the model architecture and the potential for overfitting based on the data characteristics.

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