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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q25-Q30):

NEW QUESTION # 25
Which UiPath Communications Mining model performance factor relates to the proportion of messages in the dataset that have informative label predictions?

  • A. Average label performance.
  • B. Balance.
  • C. Underperforming labels.
  • D. Coverage.

Answer: D

Explanation:
In UiPath Communications Mining, the term Coverage refers to the proportion of messages in the dataset that have informative label predictions. This is an important metric that indicates how much of the dataset the model is able to classify with meaningful and relevant labels. High coverage means that the model is effectively assigning labels to a large portion of the data, which is crucial for ensuring the model's usefulness in automating communication mining tasks.
For more details, refer to:
* UiPath Communications Mining Performance Factors: Model Coverage and Accuracy
* Communications Mining: Coverage and Other Metrics


NEW QUESTION # 26
What additional information can be included in the exported data, apart from the extraction results?

  • A. The extraction confidence and the digitization confidence.
  • B. The page number from which the field was extracted and the exact position on the page.
  • C. The position on the page.
  • D. The number of occurrences and the extraction confidence.

Answer: B

Explanation:
The exported data from the UiPath Document Understanding Template contains the extraction results in a JSON format, along with some additional information that can be useful for debugging or analysis purposes.
One of the additional information that can be included is the page number from which the field was extracted and the exact position on the page, represented by the coordinates of the bounding box. This information can help to locate the field on the original document image and to verify the accuracy of the extraction. The additional information can be enabled or disabled by setting the IncludeMetadata parameter to true or false in the Config file of the template.
References: Document Understanding Process: Studio Template, Export Results


NEW QUESTION # 27
What is the default visibility of an ML skill?

  • A. An ML skill is by default public and can't be made private.
  • B. An ML skill is by default private and can be made public.
  • C. An ML skill is by default public and can be made private.
  • D. An ML skill is by default private and can't be made public.

Answer: B


NEW QUESTION # 28
What does the Label Trends table in UiPath Communications Mining show?

  • A. How the top 10 labels for a given time period perform compared to the previous period and their change in rank.
  • B. How the top 10 labels and entities for a given time period perform compared to the previous period and their change in rank.
  • C. How the top 10 senders for a given time period perform compared to the previous period and their change in rank.
  • D. How the top 10 entities for a given time period perform compared to the previous period and their change in rank.

Answer: A


NEW QUESTION # 29
What is Document Understanding?

  • A. A solution that offers the ability to digitize, extract, validate, and train data from documents.
  • B. A solution for combining different approaches to extract information from workflows.
  • C. A solution for combining different approaches to extract entities from Word documents such as contracts and agreements.
  • D. A solution for the processing of Excel files for extracting data tables.

Answer: A

Explanation:
Document Understanding is a tool that helps you create and manage documents for your automation scenarios in the UiPath ecosystem. It allows you to process and extract data from multiple document types in an open, extensible, and versatile environment. The framework consists of components such as Taxonomy, Digitization, Data Extraction, Data Extraction Validation, Data Extraction Training, and Data Consumption, and enables you to customize and train your own algorithms12.
References: Intelligent Document Processing - Document Understanding | UiPath, Document Understanding - Introduction - UiPath Documentation Portal


NEW QUESTION # 30
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