Artificial Intelligence & Machine Learning
Which of the following best names the concept in which a modeling error where a model learns the training data too well, including noise, and performs poorly on new data?
Difficulty: Hard
About this MCQ
This Hard Artificial Intelligence & Machine Learning MCQ checks one syllabus fact.
The question is: “Which of the following best names the concept in which a modeling error where a model learns the training data too well, including noise, and performs poorly on new data?”
The accepted answer is D. Overfitting. Overfitting is the person body or term that satisfies Which of the following best names the concept in which a modeling error where a model learns the training data too well including noise and performs poorly on new data option D Option A Deep learning does not match the stem it is a near-miss used to catch incomplete recall of Overfitting Option B Classification does not match the stem it is a near-miss used to catch incomplete recall of Overfitting Remaining alternatives Natural Language Processing NLP fall outside the same rule and should be eliminated once Overfitting is identified Artificial Intelligence Machine Learning questions of this type reward precise definitions rather than approximate associations Artificial Intelligence Machine Learning recall of.
- A. Deep learning
Why not A: “Deep learning” is not correct. The accepted answer is D. Overfitting. Overfitting is the person body or term that satisfies Which of the following best names the concept in which a modeling error where a model learns the training data too well includ
- B. Classification
Why not B: “Classification” is not correct. The accepted answer is D. Overfitting. Overfitting is the person body or term that satisfies Which of the following best names the concept in which a modeling error where a model learns the training data too well includ
- C. Natural Language Processing (NLP)
Why not C: “Natural Language Processing (NLP)” is not correct. The accepted answer is D. Overfitting. Overfitting is the person body or term that satisfies Which of the following best names the concept in which a modeling error where a model learns the training data too well includ
- D. Overfitting ✓
Correct answer
D. Overfitting
Explanation
Overfitting is the person body or term that satisfies Which of the following best names the concept in which a modeling error where a model learns the training data too well including noise and performs poorly on new data option D Option A Deep learning does not match the stem it is a near-miss used to catch incomplete recall of Overfitting Option B Classification does not match the stem it is a near-miss used to catch incomplete recall of Overfitting Remaining alternatives Natural Language Processing NLP fall outside the same rule and should be eliminated once Overfitting is identified Artificial Intelligence Machine Learning questions of this type reward precise definitions rather than approximate associations Artificial Intelligence Machine Learning recall of.
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
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