Artificial Intelligence & Machine Learning
What does Classification refer to?
Difficulty: Medium
About this MCQ
This Medium Artificial Intelligence & Machine Learning question asks: What does Classification refer to? The correct choice is D. A supervised learning task that assigns input data into predefined categories.. 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 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 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 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 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
A supervised learning task that assigns input data into predefined categories option D is the accepted answer to What does Classification refer to Option A A subset of machine learning that uses neural networks with many layers to model complex patterns is a different value from A supervised learning task that assigns input data into predefined categories Option B An optimization algorithm used to minimize a model's error by iteratively adjusting its parameters is a different value from A supervised learning task that assigns input data into predefined categories Option C A supervised learning task that predicts a continuous numerical value is a different value from A supervised learning task.
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
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