In a Regression Problem,if the Coefficient of Determination Is 0

question 121

Multiple Choice

In a regression problem,if the coefficient of determination is 0.95,this means that:

• A)95% of the y values are positive.
• B)95% of the variation in y can be explained by the variation in x.
• C)95% of the y values are predicted correctly by the model.
• D)None of these choices.

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Definitions:

Stereotyping

The act of assigning generalized characteristics or behaviors to all members of a group, based on preconceived notions or simplistic generalizations.

Perceptual Distortion

A psychological phenomenon where an individual's perception of reality is inaccurately perceived due to cognitive biases or environmental factors.

Oversimplified Attributes

Characteristics or features of an object or situation described in a manner too simplistic, ignoring complexity or nuances.

Fundamental Attribution Error

The tendency to overemphasize personal characteristics and ignore situational factors when judging others' behavior.