UiPath Exam UiPath-SAIv1 Topic 4 Question 40 Discussion

Actual exam question for UiPath's UiPath-SAIv1 exam

Question #: 40
Topic #: 4

Why is the Shuffle training mode important in the "Explore" phase while working with UiPath Communications Mining?

ABecause it helps create a balanced model by focusing on outlier labels with sufficient training examples but low confidence.

BBecause it helps create a balanced model free from labelling bias by introducing random variation into the training data.

CBecause it creates a high precision model, focusing on labels with low precision and a low number of examples.

DBecause it creates a new model version with shuffled labels and general fields and lets the user explore to understand the state of the model

Show Suggested Answer

Suggested Answer: B

The Shuffle training mode in the 'Explore' phase of UiPath Communications Mining helps to introduce randomness into the training data. This prevents labeling bias by ensuring that the model does not overly focus on certain labels or examples, leading to a more balanced and generalized model. By shuffling the data, the model is exposed to a diverse range of examples, which enhances its ability to make accurate predictions across different labels and datasets.

(Source: UiPath Communications Mining documentation)

by Oneida at Jul 11, 2025, 11:17 PM

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Pamella

5 days ago

I think the Shuffle training mode is important because it helps create a balanced model free from labelling bias.

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