Which of the Following Best Describes the Link Prediction Approach

question 22

Multiple Choice

Which of the following best describes the link prediction approach to data analytics?

• A) An attempt to characterize the typical behavior of an individual, group or population by generating summary statistics about the data.
• B) An attempt to predict a relationship between two data items.
• C) An attempt to reduce the amount of information that needs to be considered to focus on the most critical items.
• D) An attempt to discover associations between individuals based on transactions involving them.

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Definitions:

ACP

Average Collection Period, indicating the average number of days it takes a company to collect payments from its credit sales.

Du Pont Analysis

A framework for analyzing a company's return on equity (ROE) by breaking it down into its constituent components to assess operational efficiency.

Total Assets Turnover

A financial ratio that measures the efficiency of a company's use of its assets in generating sales revenue.

ROE

Return on Equity, a measure of financial performance calculated by dividing net income by shareholders' equity, indicating how effectively management is using shareholders’ funds to generate profit.