Artificial Intelligence & Machine Learning
Unsupervised learning is best defined as which of the following?
Difficulty: Medium
About this MCQ
This Medium Artificial Intelligence & Machine Learning MCQ checks one syllabus fact.
The question is: “Unsupervised learning is best defined as which of the following?”
The accepted answer is D. A machine learning approach where models find patterns in data without labeled outputs.. Unsupervised learning is best defined as which of the following is answered by A machine learning approach where models find patterns in data without labeled outputs option D Option A A field of AI in which systems learn patterns from data to make predictions without explicit programming does not match the stem it is a near-miss used to catch incomplete recall of A machine learning approach where models find patterns in data without labeled outputs Option B A machine learning approach where an agent learns to make decisions by receiving rewards or penalties does not match the stem it is a near-miss used to catch incomplete recall of A machine learning approach where models find patterns in data without labeled.
- A. A field of AI in which systems learn patterns from data to make predictions without explicit programming.
Why not A: “A field of AI in which systems learn patterns from data to make predictions without explicit programming.” is not correct. The accepted answer is D. A machine learning approach where models find patterns in data without labeled outputs.. Unsupervised learning is best defined as which of the following is answered by A machine learning approach where models find patterns in data without labeled outputs option D Optio
- B. A machine learning approach where an agent learns to make decisions by receiving rewards or penalties.
Why not B: “A machine learning approach where an agent learns to make decisions by receiving rewards or penalties.” is not correct. The accepted answer is D. A machine learning approach where models find patterns in data without labeled outputs.. Unsupervised learning is best defined as which of the following is answered by A machine learning approach where models find patterns in data without labeled outputs option D Optio
- 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 machine learning approach where models find patterns in data without labeled outputs.. Unsupervised learning is best defined as which of the following is answered by A machine learning approach where models find patterns in data without labeled outputs option D Optio
- D. A machine learning approach where models find patterns in data without labeled outputs. ✓
Correct answer
D. A machine learning approach where models find patterns in data without labeled outputs.
Explanation
Unsupervised learning is best defined as which of the following is answered by A machine learning approach where models find patterns in data without labeled outputs option D Option A A field of AI in which systems learn patterns from data to make predictions without explicit programming does not match the stem it is a near-miss used to catch incomplete recall of A machine learning approach where models find patterns in data without labeled outputs Option B A machine learning approach where an agent learns to make decisions by receiving rewards or penalties does not match the stem it is a near-miss used to catch incomplete recall of A machine learning approach where models find patterns in data without labeled.
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
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