UiPath AI Specialist v1 — Question 84

What is the recommended split of documents for training and evaluation, considering a total of 15 documents per vendor?

Answer options

• A. 7 documents for training the model, and 8 for evaluating the model.
• B. 8 documents for training the model, and 7 for evaluating the model.
• C. 10 documents for training the model, and 5 for evaluating the model.
• D. 12 documents for training the model, and 3 for evaluating the model.

Correct answer: D

Explanation

The correct answer is D, which allocates 12 documents for training and 3 for evaluation, ensuring that the model is trained on the majority of available data. Options A and B have an imbalanced distribution that may not provide enough evaluation data. Option C also has a significant imbalance, which could lead to overfitting or insufficient testing of the model.