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Exam NCA-AIIO All Questions
Exam NCA-AIIO All Questions

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NVIDIA-Certified Associate NCA-AIIO Question # 7 Topic 1 Discussion

NCA-AIIO Exam Topic 1 Question 7 Discussion:
Question #: 7
Topic #: 1

You are working with a team of data scientists on an AI project where multiple machine learning models are being trained to predict customer churn. The models are evaluated based on the Mean Squared Error (MSE) as the loss function. However, one model consistently shows a higher MSE despite having a more complex architecture compared to simpler models. What is the most likely reason for the higher MSE in the more complex model?


A.

Low learning rate in model training


B.

Overfitting to the training data


C.

Incorrect calculation of the loss function


D.

Underfitting due to insufficient model complexity


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