An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
13th Edition
ISBN: 9781461471370
Author: Gareth James
Publisher: SPRINGER NATURE CUSTOMER SERVICE
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Chapter 2, Problem 4E

a.

Explanation of Solution

Classification or regression problem

  • Classification is the problem of predicting a discrete class label and regression is the problem of predicting a continuous quantity...

b.

Explanation of Solution

Classification or regression problem

  • Classification is the problem of predicting a discrete class label and regression is the problem of predicting a continuous quantity...

c.

Explanation of Solution

Classification or regression problem

  • Classification is the problem of predicting a discrete class label and regression is the problem of predicting a continuous quantity...

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In what ways are prescriptive models different from descriptive models? In what ways are prescriptive models different from predictive models? In what ways are descriptive models different from predictive models? What is a dependent variable? . What is an independent variable?
A) What is regression? B) How we can use it to estimate relationship between dependent and independent variables? C) How we can use it in machine learning?
Is it feasible to distinguish between a prescriptive and a descriptive model by comparing their differences?

Chapter 2 Solutions

An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)

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