Which of the Following Statements A), B) or C) Is

question 16

Multiple Choice

Which of the following statements a) , b) or c) is false?

• A) The California Housing dataset (bundled with xe "sklearn (scikit-learn)"xe "machine learning:scikit-learn"xe "scikit-learn (sklearn) machine-learning library"scikit-learn) has 20,640 samples, each with eight numerical features.
• B) The LinearRegression estimator performs multiple linear regression by default using all of a dataset's numeric features.
• C) You should expect more meaningful results from simple linear regression than from multiple linear regression on the dataset.
• D) All of the above statements are true.

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Definitions:

Trialability

Refers to the extent to which an innovation can be tested or experimented with on a limited basis before making a full-scale adoption decision.

Innovation

Innovation involves the introduction of something new, such as an idea, method, or device, aimed at improving processes, products, or services.

Diffusion

In a business context, the process by which a new idea, product, or practice spreads within an organization or society.

Diffuse or Die

A principle suggesting that spreading out or disseminating information, innovation, or individuals is critical for survival or success.