Artificial Intelligence & Machine Learning
Select the correct name for: a configuration value set before training a machine learning model that controls the learning process itself.
Difficulty: Hard
About this MCQ
This Hard Artificial Intelligence & Machine Learning MCQ checks one syllabus fact.
The question is: “Select the correct name for: a configuration value set before training a machine learning model that controls the learning process itself.”
The accepted answer is D. Hyperparameter. “Select the correct name for: a configuration value set before training a machine learning model that controls the learning process itself.” is answered by Hyperparameter (option D). Option A (“Feature (machine learning)”) does not match the stem; it is a near-miss used to catch incomplete recall of Hyperparameter. Option B (“Bias-variance tradeoff”) does not match the stem; it is a near-miss used to catch incomplete recall of Hyperparameter. Remaining alternatives (Chatbot) fall outside the same rule and should be eliminated once Hyperparameter 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. Feature (machine learning)
Why not A: “Feature (machine learning)” is not correct. The accepted answer is D. Hyperparameter. “Select the correct name for: a configuration value set before training a machine learning model that controls the learning process itself.” is answered by Hyperparameter (option D
- B. Bias-variance tradeoff
Why not B: “Bias-variance tradeoff” is not correct. The accepted answer is D. Hyperparameter. “Select the correct name for: a configuration value set before training a machine learning model that controls the learning process itself.” is answered by Hyperparameter (option D
- C. Chatbot
Why not C: “Chatbot” is not correct. The accepted answer is D. Hyperparameter. “Select the correct name for: a configuration value set before training a machine learning model that controls the learning process itself.” is answered by Hyperparameter (option D
- D. Hyperparameter ✓
Correct answer
D. Hyperparameter
Explanation
“Select the correct name for: a configuration value set before training a machine learning model that controls the learning process itself.” is answered by Hyperparameter (option D). Option A (“Feature (machine learning)”) does not match the stem; it is a near-miss used to catch incomplete recall of Hyperparameter. Option B (“Bias-variance tradeoff”) does not match the stem; it is a near-miss used to catch incomplete recall of Hyperparameter. Remaining alternatives (Chatbot) fall outside the same rule and should be eliminated once Hyperparameter 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,...
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
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