The validation dataset is used during model training to evaluate the model's performance and tune hyperparameters, helping to prevent overfitting. It provides feedback on how well the model generalizes to unseen data during training and allows adjustments to improve the model. The other options are incorrect because they describe the roles of the training and test datasets rather than the validation dataset.
Ask Bash
Bash is our AI bot, trained to help you pass your exam. AI Generated Content may display inaccurate information, always double-check anything important.
What are hyperparameters in machine learning?
Open an interactive chat with Bash
How is overfitting prevented using a validation dataset?
Open an interactive chat with Bash
How is a validation dataset different from a test dataset?
Open an interactive chat with Bash
Microsoft Azure AI Fundamentals AI-900
Describe Fundamental Principles of Machine Learning on Azure
Your Score:
Report Issue
Bash, the Crucial Exams Chat Bot
AI Bot
Loading...
Loading...
Loading...
Pass with Confidence.
IT & Cybersecurity Package
You have hit the limits of our free tier, become a Premium Member today for unlimited access.
Military, Healthcare worker, Gov. employee or Teacher? See if you qualify for a Community Discount.
Monthly
$19.99
$19.99/mo
Billed monthly, Cancel any time.
3 Month Pass
$44.99
$14.99/mo
One time purchase of $44.99, Does not auto-renew.
MOST POPULAR
Annual Pass
$119.99
$9.99/mo
One time purchase of $119.99, Does not auto-renew.
BEST DEAL
Lifetime Pass
$189.99
One time purchase, Good for life.
What You Get
All IT & Cybersecurity Package plans include the following perks and exams .