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 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 Red 4 5 6 Yellow SUV 7 Yellow SUV 8 Yellow SUV Red SUV 10 | Red Use a naive Bayes' classifier to predict whether your friend likes a Red Domestic SUV. Explain your computation in detail.

Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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Question
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 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
Red
4
5
6
Yellow SUV
7
Yellow SUV
8
Yellow SUV
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 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 Red 4 5 6 Yellow SUV 7 Yellow SUV 8 Yellow SUV 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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