APPLICATION OF SUPERVISED LEARNING
LINEAR REGRESSION
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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The main purpose(s) of (LR) is/are (choose all that apply):
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Exploring the relationship between one variable and another
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Describing the relationship between one variable and another
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Predicting one variable on the basis of another
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Explaining one variable in terms of another
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Explanation:
Detailed explanation-1: -Regression allows researchers to predict or explain the variation in one variable based on another variable. Definitions: ❖ The variable that researchers are trying to explain or predict is called the response variable. It is also sometimes called the dependent variable because it depends on another variable.
Detailed explanation-2: -Simple linear regression is used to model the relationship between two continuous variables. Often, the objective is to predict the value of an output variable (or response) based on the value of an input (or predictor) variable.
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