Your friend has a strong opinion on cars: he either likes a car or does not like it at all. We have collected the following training data about his preferences using the features Color taking values: Red, Yellow; Type taking values: Sports, SUV; Origin taking values: Domestic, Imported. No color likes origin Sports Domestic Yes Sports Domestic No Sports Domestic Yes Yellow Sports Domestic No Yellow Sports Imported Yes Imported No Imported Yes Domestic No Imported No Sports | Imported Yes type 1 Red 2 Red 3 Red 4 5 6 Yellow SUV Yellow SUV 8 Yellow SUV 9. Red SUV 10 Red Use a naive Bayes' classifier to predict whether your friend likes a Red Domestic SUV. Explain your computation in detail.

Principles of Microeconomics
7th Edition
ISBN:9781305156050
Author:N. Gregory Mankiw
Publisher:N. Gregory Mankiw
Chapter22: Frontiers Of Microeconomics
Section: Chapter Questions
Problem 6PA
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1. Your friend has a strong opinion on cars: he either likes a car or does
not like it at all. We have collected the following training data about
his preferences using the features
Color taking values: Red, Yellow;
|
Type taking values: Sports, SUV;
Origin taking values: Domestic, Imported.
No
color
likes
origin
Sports Domestic
Sports Domestic
Sports Domestic
type
1
Red
Yes
Red
No
Red
Yes
4
Yellow Sports Domestic
No
Yellow Sports Imported Yes
Imported No
Imported Yes
6.
Yellow SUV
Yellow SUV
8
Yellow SUV
Domestic
No
Imported No
Sports Imported
9.
Red
SUV
10
Red
Use a naive Bayes' classifier to predict whether your friend likes a Red
Domestic SUV. Explain your computation in detail.
Transcribed Image Text:1. Your friend has a strong opinion on cars: he either likes a car or does not like it at all. We have collected the following training data about his preferences using the features Color taking values: Red, Yellow; | Type taking values: Sports, SUV; Origin taking values: Domestic, Imported. No color likes origin Sports Domestic Sports Domestic Sports Domestic type 1 Red Yes Red No Red Yes 4 Yellow Sports Domestic No Yellow Sports Imported Yes Imported No Imported Yes 6. Yellow SUV Yellow SUV 8 Yellow SUV Domestic No Imported No Sports Imported 9. Red SUV 10 Red Use a naive Bayes' classifier to predict whether your friend likes a Red Domestic SUV. Explain your computation in detail.
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