AI Associate AI Fundamentals Practice Question

Which THREE factors are most important for ensuring the accuracy of an AI model in a CRM context? (Select 3)

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

✓

Relevant features selected for the prediction task

Data quality, representative training data, and relevant features directly impact model accuracy.

Answer analysis

For each option: why learners choose it and why it is or isn't the right answer here.

✓
Relevant features selected for the prediction task
Why this is correct
Feature selection directly affects model performance.
✗
Large number of model parameters
Why it's wrong here
More parameters can lead to overfitting, not necessarily accuracy.
✓
Representative training data
Why this is correct
Data must reflect the real-world distribution to generalize well.
✗
Higher inference speed
Why it's wrong here
Speed is a performance metric, not a factor for accuracy.
✓
Clean and complete data
Why this is correct
Garbage-in garbage-out; accurate models require clean data.

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