Artificial Intelligence & Machine Learning
What does Validation set refer to?
- A. A portion of a dataset set aside and not used during training, used to evaluate a model's final performance.
- B. A type of deep neural network especially effective at processing grid-like data such as images.
- C. A field of AI that enables computers to interpret and understand visual information from images or video.
- D. A subset of data used during training to tune model parameters and prevent overfitting. ✓
Correct answer
D. A subset of data used during training to tune model parameters and prevent overfitting.
Explanation
Validation set refers to a subset of data used during training to tune model parameters and prevent overfitting.