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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q174-Q179):

NEW QUESTION # 174
Which of the below is the correct definition of "recall" in UiPath Communications Mining?

A. For a given concept, what % of cases will the model not detect.
B. For a given concept what % of cases will the model incorrectly predict.
C. For a given concept, what % of cases will the model detect.
D. For a given concept what % of cases will the model correctly predict.

Answer: C

Explanation:
Recall is a metric that measures the proportion of all possible true positives that the model was able to identify for a given concept1. A true positive is a case where the model correctly predicts the presence of a concept in the data. Recall is calculated as the ratio of true positives to the sum of true positives and false negatives, where a false negative is a case where the model fails to predict the presence of a concept in the data. Recall can be interpreted as the sensitivity or completeness of the model for a given concept2. For example, if there are 100 verbatims that should have been labelled as 'Request for information', and the model detects 80 of them, then the recall for this concept is 80% (80 / (80 + 20)). A high recall means that the model is good at finding all the relevant cases for a concept, while a low recall means that the model misses many of them.
References: 1: Recall 2: Precision and Recall

NEW QUESTION # 175
What is the Machine Learning Extractor?

A. A tool that helps extract data from different document structures, and is particularly useful when the same document has multiple formats.
B. An extraction model that can be enabled and trained in Al Center. For better accuracy. 25 documents per model are recommended to train the model.
C. A tool using machine learning models to identify and report on data targeted for data extraction.
D. A specialized model that can recognize multiple languages in the same document using API calls to a Hugging Face model with over 250 languages.

Answer: A

NEW QUESTION # 176
Which role consumes ML Skills within customized workflows in Studio using the ML Skill activity from the UiPath.MLServices.Activities package?

A. RPA Developer.
B. Administrator.
C. Data Scientist.

Answer: A

Explanation:
D Process Controller

NEW QUESTION # 177
What is the difference in scope between variables and arguments in UiPath?

A. Variables can only be used within the main workflow, while arguments can only be used within invoked workflows.
B. Variables are global and arguments are local.
C. Variables have a limited scope within a specific workflow or sequence, while arguments are used to pass data between workflows.
D. Variables are used for input data, while arguments are used for output data.

Answer: C

Explanation:
In UiPath:
* Variables are scoped to a specific workflow or sequence and are used to store data for operations within that scope.
* Arguments, on the other hand, are used to pass data between workflows, allowing information to flow in or out of invoked workflows.

NEW QUESTION # 178
Which technology enables UiPath Communications Mining to analyze and enable action on messages?

A. Robotic Process Automation
B. Natural Language Processing (NLP)
C. Virtual Reality.
D. Cloud Computing.

Answer: B

NEW QUESTION # 179
......

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