Artificial Intelligence & Machine Learning
What is the name for a supervised learning task that predicts a continuous numerical value?
Difficulty: Medium
About this MCQ
This Medium Artificial Intelligence & Machine Learning question asks: What is the name for a supervised learning task that predicts a continuous numerical value? The correct choice is A. Regression. Read the options below, commit to one, then use the explanation to see why that choice holds and why the others do not.
Artificial Intelligence & Machine Learning items like this one are written for Pakistan exams such as CSS, FPSC, PPSC, and NTS. The difficulty label is a hint about how much of the topic the stem assumes, not a score. Tags and exam names, when they are present, tell you where else the same idea is tested. Previous and next links stay in Artificial Intelligence & Machine Learning so you can continue the subject. Related questions point at nearby stems if you want another angle on the same idea.
Treat the explanation as part of the question, not a footnote. If you missed it, reread the stem against the correct option before you open the next Artificial Intelligence & Machine Learning item. A timed quiz is the same pool with a clock and a score. A past paper is a full sitting rather than this single question.
- A. Regression ✓
- B. Classification
Why not B: “Classification” is not Regression.
- C. Supervised learning
Why not C: “Supervised learning” is not Regression.
- D. Natural Language Processing (NLP)
Why not D: “Natural Language Processing (NLP)” is not Regression.
Correct answer
A. Regression
Explanation
Regression is the value that answers “What is the name for a supervised learning task that predicts a continuous numerical value” (option A). Option B (Classification) is a different value from Regression. Option C (Supervised learning) is a different value from Regression. Option D (Natural Language Processing (NLP)) is a different value from Regression. Keep Regression as the Artificial Intelligence & Machine Learning fact for this stem.
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
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