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UiPath UiPath-SAIv1 Exam Dumps.zip: UiPath Certified Professional Specialized AI Professional v1.0 - PassExamDumps Excellent Website

UiPath UiPath-SAIv1 Exam Dumps.zip: UiPath Certified Professional Specialized AI Professional v1.0 - PassExamDumps Excellent Website

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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q195-Q200):

NEW QUESTION # 195
What is the primary metric used to calculate the score for the All Labels performance factor in UiPath Communications Mining?

  • A. Number of labels.
  • B. Volume of data uploaded.
  • C. Number of annotations.
  • D. Mean Average Precision.

Answer: D

Explanation:
The Mean Average Precision (MAP) is the primary metric used in UiPath Communications Mining to assess the performance of classification models, specifically for the "All Labels" factor. MAP evaluates how well the model predicts labels by considering both the precision and recall of the predictions. This metric is commonly used in information retrieval systems to provide an overall measure of accuracy across all labels in the dataset.
(Source: UiPath Communications Mining documentation)


NEW QUESTION # 196
When processing a document type that comes in a high variety of layouts, what is the recommended data extraction methodology?

  • A. Model-based data extraction.
  • B. Manual data extraction.
  • C. Rule-based data extraction.
  • D. Hybrid data extraction.

Answer: A


NEW QUESTION # 197
How do you choose the appropriate document processing methodology?

  • A. Based on the document type and length.
  • B. Based on the number of fields to be extracted.
  • C. Based on the document structure and data points to be extracted.
  • D. Based on the text language and the number of pages.

Answer: C


NEW QUESTION # 198
On at least how many different pages should a regular field be labeled in Data Manager before Exporting the labeled documents to Al Center?

  • A. 0
  • B. 1
  • C. 2
  • D. 3

Answer: B

Explanation:
To ensure the model is trained effectively, UiPath recommends that regular fields be labeled on at least 10 different pages in Data Manager before exporting the labeled documents to AI Center. This helps in providing enough variation and examples for the model to learn from and generalize effectively.


NEW QUESTION # 199
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?

  • A. List
  • B. Tuple
  • C. Integer
  • D. Array

Answer: A


NEW QUESTION # 200
......

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