You Have Some Data, Which Is Shown in the Graphic

question 242

Multiple Choice

You have some data, which is shown in the graphic below. The two dimensions are X and Y, and the shade of each dot represents what class it is. You want to classify this data accurately using a linear algorithm. To do this you need to add a synthetic feature. What should the value of that feature be?

• A) X^2+Y^2
• B) X^2
• C) Y^2
• D) cos(

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Definitions:

Profitability Ratios

Financial metrics used to evaluate a company's ability to generate earnings relative to its revenue, assets, equity, or other financial metrics.

Revenues

The total amount of income generated by the sale of goods or services related to the company's primary operations.

Operating Costs

Expenses associated with running a business on a daily basis, such as salaries, rent, and utilities.

Activity

Any action or series of actions performed by individuals or groups, often aimed at achieving a particular goal or outcome.