Artificial Intelligence & Machine Learning
Which term refers to a supervised learning task that assigns input data into predefined categories?
Difficulty: Medium
About this MCQ
This Medium Artificial Intelligence & Machine Learning MCQ checks one syllabus fact.
The question is: “Which term refers to a supervised learning task that assigns input data into predefined categories?”
The accepted answer is A. Classification. Classification is the person, body, or term that satisfies “Which term refers to a supervised learning task that assigns input data into predefined categories” (option A). Option B (“Regression”) does not match the stem; it is a near-miss used to catch incomplete recall of Classification. Option C (“Training data”) does not match the stem; it is a near-miss used to catch incomplete recall of Classification. Remaining alternatives (Supervised learning) fall outside the same rule and should be eliminated once Classification is identified. Artificial Intelligence & Machine Learning questions of this type reward precise definitions rather than approximate associations. Artificial Intelligence & Machine Learning recall of this distinction is a regular item in FPSC, PPSC, NTS, and CSS papers.
- A. Classification ✓
- B. Regression
Why not B: “Regression” is not correct. The accepted answer is A. Classification. Classification is the person, body, or term that satisfies “Which term refers to a supervised learning task that assigns input data into predefined categories” (option A). Option B
- C. Training data
Why not C: “Training data” is not correct. The accepted answer is A. Classification. Classification is the person, body, or term that satisfies “Which term refers to a supervised learning task that assigns input data into predefined categories” (option A). Option B
- D. Supervised learning
Why not D: “Supervised learning” is not correct. The accepted answer is A. Classification. Classification is the person, body, or term that satisfies “Which term refers to a supervised learning task that assigns input data into predefined categories” (option A). Option B
Correct answer
A. Classification
Explanation
Classification is the person, body, or term that satisfies “Which term refers to a supervised learning task that assigns input data into predefined categories” (option A). Option B (“Regression”) does not match the stem; it is a near-miss used to catch incomplete recall of Classification. Option C (“Training data”) does not match the stem; it is a near-miss used to catch incomplete recall of Classification. Remaining alternatives (Supervised learning) fall outside the same rule and should be eliminated once Classification is identified. Artificial Intelligence & Machine Learning questions of this type reward precise definitions rather than approximate associations. Artificial Intelligence & Machine Learning recall of this distinction is a regular item in FPSC, PPSC, NTS, and CSS papers.
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
Related MCQs
- The following statement describes a specific concept. What is it called? the dataset used to teach a machine l...
- What is the name for a supervised learning task that predicts a continuous numerical value?
- What is Gradient descent primarily used for?
- Which of the following best describes Regression?
- Which concept is defined as follows: an optimization algorithm used to minimize a model's error by iteratively...
- Identify the correct concept described as: a test proposed to evaluate whether a machine can exhibit intellige...