Artificial Intelligence & Machine Learning
What does Validation set refer to?
Difficulty: Medium
About this MCQ
This Medium Artificial Intelligence & Machine Learning MCQ checks one syllabus fact.
The question is: “What does Validation set refer to?”
The accepted answer is D. A subset of data used during training to tune model parameters and prevent overfitting.. Validation set refers to a subset of data used during training to tune model parameters and prevent overfitting.
- A. A portion of a dataset set aside and not used during training, used to evaluate a model's final performance.
Why not A: “A portion of a dataset set aside and not used during training, used to evaluate a model's final performance.” is not correct. The accepted answer is D. A subset of data used during training to tune model parameters and prevent overfitting.. Validation set refers to a subset of data used during training to tune model parameters and prevent overfitting.
- B. A type of deep neural network especially effective at processing grid-like data such as images.
Why not B: “A type of deep neural network especially effective at processing grid-like data such as images.” is not correct. The accepted answer is D. A subset of data used during training to tune model parameters and prevent overfitting.. Validation set refers to a subset of data used during training to tune model parameters and prevent overfitting.
- C. A field of AI that enables computers to interpret and understand visual information from images or video.
Why not C: “A field of AI that enables computers to interpret and understand visual information from images or video.” is not correct. The accepted answer is D. A subset of data used during training to tune model parameters and prevent overfitting.. Validation set refers to a subset of data used during training to tune model parameters and prevent overfitting.
- 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.
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
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