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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q66-Q71):
NEW QUESTION # 66
While training a UiPath Communications Mining model, the Search feature was used to pin a certain label on a few communications. After retraining, the new model version starts to predict the tagged label but infrequently and with low confidence.
According to best practices, what would be the correct next step to improve the model's predictions for the label, in the "Explore" phase of training?
Answer: A
Explanation:
According to the UiPath documentation, the 'Teach' training mode is used to improve the model's predictions for a specific label by pinning it to more communications that match the label's criteria. This helps the model learn from more examples and increase its confidence and accuracy. The 'Teach' mode also allows you to unpin the label from communications that do not match it, which helps the model avoid false positives. The other training modes are not as effective for this purpose, as they either focus on different aspects of the model performance or do not provide enough feedback to the model.
References:
* Model training and labelling best practice
* Overview of the model training process
* Model Training FAQs
NEW QUESTION # 67
When creating a training dataset, what is the recommended number of samples for the Classification fields?
Answer: A
NEW QUESTION # 68
Which of the following statements is true regarding reviewing and applying entities in UiPath Communications Mining?
Answer: B
Explanation:
According to the UiPath Communications Mining documentation, reviewing and applying entities is a crucial step for improving the accuracy and performance of the entity extraction models. When reviewing entities, users should check all of the predicted entities within a paragraph, as well as any missing or incorrect ones.
Users can accept, reject, edit, or create entities using the platform's interface or keyboard shortcuts. Users can also change the entity type if the value is correct but the type is wrong. Reviewing and applying entities helps the platform learn from the user feedback and refine its predictions over time. It also helps users assess the automation potential and benefit of the communications data.
References:
* Communications Mining - Reviewing and applying entities
* Communications Mining - Improving entity performance
NEW QUESTION # 69
Which of the following data structures in a UiPath workflow allow dynamic resizing, making it suitable for scenarios where the number of elements is not predetermined?
Answer: A
NEW QUESTION # 70
Which of the below is the correct definition of "recall" in UiPath Communications Mining?
Answer: D
NEW QUESTION # 71
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