Artificial Intelligence & Machine Learning
Bias-variance tradeoff is best defined as which of the following?
Difficulty: Hard
About this MCQ
This Hard Artificial Intelligence & Machine Learning MCQ checks one syllabus fact.
The question is: “Bias-variance tradeoff is best defined as which of the following?”
The accepted answer is C. A fundamental machine learning concept describing the balance between a model's simplicity and its flexibility to fit data.. Bias-variance tradeoff is best defined as which of the following is answered by A fundamental machine learning concept describing the balance between a model's simplicity and its flexibility to fit data option C Option A An AI program designed to emulate the decision-making ability of a human expert in a specific domain does not match the stem it is a near-miss used to catch incomplete recall of A fundamental machine learning concept describing the balance between a model's simplicity and its flexibility to fit data Option B A configuration value set before training a machine learning model that controls the learning process itself does not match the stem it is a near-miss used to catch incomplete recall of A fundamental.
- A. An AI program designed to emulate the decision-making ability of a human expert in a specific domain.
Why not A: “An AI program designed to emulate the decision-making ability of a human expert in a specific domain.” is not correct. The accepted answer is C. A fundamental machine learning concept describing the balance between a model's simplicity and its flexibility to fit data.. Bias-variance tradeoff is best defined as which of the following is answered by A fundamental machine learning concept describing the balance between a model's simplicity and its f
- B. A configuration value set before training a machine learning model that controls the learning process itself.
Why not B: “A configuration value set before training a machine learning model that controls the learning process itself.” is not correct. The accepted answer is C. A fundamental machine learning concept describing the balance between a model's simplicity and its flexibility to fit data.. Bias-variance tradeoff is best defined as which of the following is answered by A fundamental machine learning concept describing the balance between a model's simplicity and its f
- C. A fundamental machine learning concept describing the balance between a model's simplicity and its flexibility to fit data. ✓
- D. A software application that simulates human conversation, often using natural language processing.
Why not D: “A software application that simulates human conversation, often using natural language processing.” is not correct. The accepted answer is C. A fundamental machine learning concept describing the balance between a model's simplicity and its flexibility to fit data.. Bias-variance tradeoff is best defined as which of the following is answered by A fundamental machine learning concept describing the balance between a model's simplicity and its f
Correct answer
C. A fundamental machine learning concept describing the balance between a model's simplicity and its flexibility to fit data.
Explanation
Bias-variance tradeoff is best defined as which of the following is answered by A fundamental machine learning concept describing the balance between a model's simplicity and its flexibility to fit data option C Option A An AI program designed to emulate the decision-making ability of a human expert in a specific domain does not match the stem it is a near-miss used to catch incomplete recall of A fundamental machine learning concept describing the balance between a model's simplicity and its flexibility to fit data Option B A configuration value set before training a machine learning model that controls the learning process itself does not match the stem it is a near-miss used to catch incomplete recall of A fundamental.
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
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