Artificial Intelligence & Machine Learning
Which concept is defined as follows: an optimization algorithm used to minimize a model's error by iteratively adjusting its parameters?
Difficulty: Hard
About this MCQ
This Hard Artificial Intelligence & Machine Learning MCQ checks one syllabus fact.
The question is: “Which concept is defined as follows: an optimization algorithm used to minimize a model's error by iteratively adjusting its parameters?”
The accepted answer is B. Gradient descent. Gradient descent is the person body or term that satisfies Which concept is defined as follows an optimization algorithm used to minimize a model's error by iteratively adjusting its parameters option B Option A Training data does not match the stem it is a near-miss used to catch incomplete recall of Gradient descent Option C Turing Test does not match the stem it is a near-miss used to catch incomplete recall of Gradient descent Remaining alternatives Supervised learning fall outside the same rule and should be eliminated once Gradient descent 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.
- A. Training data
Why not A: “Training data” is not correct. The accepted answer is B. Gradient descent. Gradient descent is the person body or term that satisfies Which concept is defined as follows an optimization algorithm used to minimize a model's error by iteratively adjusting i
- B. Gradient descent ✓
- C. Turing Test
Why not C: “Turing Test” is not correct. The accepted answer is B. Gradient descent. Gradient descent is the person body or term that satisfies Which concept is defined as follows an optimization algorithm used to minimize a model's error by iteratively adjusting i
- D. Supervised learning
Why not D: “Supervised learning” is not correct. The accepted answer is B. Gradient descent. Gradient descent is the person body or term that satisfies Which concept is defined as follows an optimization algorithm used to minimize a model's error by iteratively adjusting i
Correct answer
B. Gradient descent
Explanation
Gradient descent is the person body or term that satisfies Which concept is defined as follows an optimization algorithm used to minimize a model's error by iteratively adjusting its parameters option B Option A Training data does not match the stem it is a near-miss used to catch incomplete recall of Gradient descent Option C Turing Test does not match the stem it is a near-miss used to catch incomplete recall of Gradient descent Remaining alternatives Supervised learning fall outside the same rule and should be eliminated once Gradient descent 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.
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
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