UiPath AI Specialist v1 — Question 102

What is a possible outcome specific to the Low confidence training mode in the "Explore" phase while working with UiPath Communications Mining?

Answer options

• A. The dataset will be enriched with additional data sources, so the entity extraction process may suffer significant changes.
• B. Due to the fact that most of the verbatims don't have any predictions, the training process may reveal the need to add new labels that are not yet covered in the taxonomy.
• C. Due to the fact that most labels have a high recall percentage, the training process may reveal the need for a "human in the loop" scenario.
• D. The pinned model may suffer from performance degradation, so the training process may require additional effort on a regular basis.

Correct answer: B

Explanation

The correct answer is B because in Low confidence training mode, the absence of predictions in many verbatims highlights gaps in the existing taxonomy, prompting the need for new labels. Options A, C, and D do not accurately reflect the specific outcomes associated with this training mode, as they focus on data enrichment, recall percentages, and performance degradation instead.