AI Associate AI Fundamentals Practice Question
A company has been using Einstein Lead Scoring for six months. Recently, the lead score confidence has dropped from 85% to 60%. The admin reviews the model and finds that many leads have missing data in custom fields used by the model. The admin also notices that field history tracking is not enabled on the Lead object. The lead volume is adequate with over 10,000 leads. What should the admin do to improve the model's confidence?
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
✓
Enable field history tracking on the Lead object and retrain the model.
Field history tracking is required for Einstein Lead Scoring to capture changes over time, and retraining after enabling it will incorporate historical data. Option A is incorrect because manually updating all leads is impractical and doesn't address the root cause. Option C is incorrect because the lead volume is already adequate. Option D is incorrect because disabling and re-enabling will reset the model but not fix the missing field history.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Disable and re-enable Einstein Lead Scoring.
Why it's wrong here
This does not address the missing field history tracking; the model will still lack historical data.
- ✓
Enable field history tracking on the Lead object and retrain the model.
Why this is correct
Field history tracking provides the necessary historical data for scoring accuracy.
- ✗
Increase the lead volume to at least 50,000 records.
Why it's wrong here
Volume is not the issue; field history tracking is.
- ✗
Manually update all leads with missing data to have complete records.
Why it's wrong here
Manual updates are not scalable and don't address the lack of field history tracking.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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