Artificial Intelligence & Machine Learning
Select the accurate description of Training data.
Difficulty: Medium
About this MCQ
This Medium Artificial Intelligence & Machine Learning MCQ checks one syllabus fact.
The question is: “Select the accurate description of Training data.”
The accepted answer is B. The dataset used to teach a machine learning model to recognize patterns.. Select the accurate description of Training data is answered by The dataset used to teach a machine learning model to recognize patterns option B Option A A supervised learning task that assigns input data into predefined categories does not match the stem it is a near-miss used to catch incomplete recall of The dataset used to teach a machine learning model to recognize patterns Option C 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 The dataset used to teach a machine learning model to recognize patterns Remaining alternatives An optimization algorithm used to minimize a model's error.
- A. A supervised learning task that assigns input data into predefined categories.
Why not A: “A supervised learning task that assigns input data into predefined categories.” is not correct. The accepted answer is B. The dataset used to teach a machine learning model to recognize patterns.. Select the accurate description of Training data is answered by The dataset used to teach a machine learning model to recognize patterns option B Option A A supervised learning tas
- B. The dataset used to teach a machine learning model to recognize patterns. ✓
- C. A machine learning approach where an agent learns to make decisions by receiving rewards or penalties.
Why not C: “A machine learning approach where an agent learns to make decisions by receiving rewards or penalties.” is not correct. The accepted answer is B. The dataset used to teach a machine learning model to recognize patterns.. Select the accurate description of Training data is answered by The dataset used to teach a machine learning model to recognize patterns option B Option A A supervised learning tas
- D. An optimization algorithm used to minimize a model's error by iteratively adjusting its parameters.
Why not D: “An optimization algorithm used to minimize a model's error by iteratively adjusting its parameters.” is not correct. The accepted answer is B. The dataset used to teach a machine learning model to recognize patterns.. Select the accurate description of Training data is answered by The dataset used to teach a machine learning model to recognize patterns option B Option A A supervised learning tas
Correct answer
B. The dataset used to teach a machine learning model to recognize patterns.
Explanation
Select the accurate description of Training data is answered by The dataset used to teach a machine learning model to recognize patterns option B Option A A supervised learning task that assigns input data into predefined categories does not match the stem it is a near-miss used to catch incomplete recall of The dataset used to teach a machine learning model to recognize patterns Option C 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 The dataset used to teach a machine learning model to recognize patterns Remaining alternatives An optimization algorithm used to minimize a model's error.
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
Related MCQs
- What is Gradient descent primarily used for?
- What does Classification refer to?
- Which concept is defined as follows: an optimization algorithm used to minimize a model's error by iteratively...
- What is the name for a supervised learning task that predicts a continuous numerical value?
- Which statement correctly explains Natural Language Processing (NLP)?
- Which of the following best describes Regression?