QuestionQ22

Advanced Analytics - Theory, Application, and Interpretation of Results for Eight Methods

Which item is part of the output of a linear regression model?

  • A The assignment of each input datum to a cluster
  • B Coefficients indicating relative impact of the input variables on the outcome
  • C The set of all rules X -> Y with minimum support and confidence
  • D Probability score for each possible class label
Explanation

A linear regression model outputs an intercept and coefficients for its input variables. Each coefficient represents the variable’s estimated effect on the outcome, holding the other variables constant.

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