Artificial Intelligence & Machine Learning
What does Validation set refer to?
Difficulty: Medium
About this MCQ
This Medium Artificial Intelligence & Machine Learning question asks: What does Validation set refer to? The correct choice is D. A subset of data used during training to tune model parameters and prevent overfitting.. Read the options below, commit to one, then use the explanation to see why that choice holds and why the others do not.
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- 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 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 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 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
A subset of data used during training to tune model parameters and prevent overfitting option D is the accepted answer to What does Validation set refer to Option A A portion of a dataset set aside and not used during training used to evaluate a model's final performance is a different value from A subset of data used during training to tune model parameters and prevent overfitting Option B A type of deep neural network especially effective at processing grid-like data such as images is a different value from A subset of data used during training to tune model parameters and prevent overfitting Option C A field of AI that.
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
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