Artificial Intelligence & Machine Learning
What does Classification refer to?
Difficulty: Medium
About this MCQ
This Medium Artificial Intelligence & Machine Learning MCQ checks one syllabus fact.
The question is: “What does Classification refer to?”
The accepted answer is D. A supervised learning task that assigns input data into predefined categories.. Classification refers to a supervised learning task that assigns input data into predefined categories.
- A. A subset of machine learning that uses neural networks with many layers to model complex patterns.
Why not A: “A subset of machine learning that uses neural networks with many layers to model complex patterns.” is not correct. The accepted answer is D. A supervised learning task that assigns input data into predefined categories.. Classification refers to a supervised learning task that assigns input data into predefined categories.
- B. An optimization algorithm used to minimize a model's error by iteratively adjusting its parameters.
Why not B: “An optimization algorithm used to minimize a model's error by iteratively adjusting its parameters.” is not correct. The accepted answer is D. A supervised learning task that assigns input data into predefined categories.. Classification refers to a supervised learning task that assigns input data into predefined categories.
- C. A supervised learning task that predicts a continuous numerical value.
Why not C: “A supervised learning task that predicts a continuous numerical value.” is not correct. The accepted answer is D. A supervised learning task that assigns input data into predefined categories.. Classification refers to a supervised learning task that assigns input data into predefined categories.
- D. A supervised learning task that assigns input data into predefined categories. ✓
Correct answer
D. A supervised learning task that assigns input data into predefined categories.
Explanation
Classification refers to a supervised learning task that assigns input data into predefined categories.
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
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