Question 6 Outlook Humidity Temp SL Wind Play Tennis 1 Overcast Cool Normal TRUE Yes 2 Sunny Mild High FALSE NO 3 Sunny Cool Normal FALSE Yes 4 Rainy Mild Normal FALSE Yes 5 Sunny Mild High FALSE NO 6 Overcast Mild High TRUE Yes 7 Sunny Hot TRUE NO TRUE Yes 8 Sunny Mild High Normal a) Is a player going to play tennis given the outlook is Sunny, humidity is Mild, temperature is Normal, and the weather is windy? Apply Naive Bayes and show proper calculations with the learning phase. b) Is the player going to play tennis if the outlook is overcast, humidity is hot instead? Show full calculation,

Operations Research : Applications and Algorithms
4th Edition
ISBN:9780534380588
Author:Wayne L. Winston
Publisher:Wayne L. Winston
Chapter19: Probabilistic Dynamic Programming
Section19.4: Further Examples Of Probabilistic Dynamic Programming Formulations
Problem 7P
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Please solve this question correctly. It's on Naive Bayes

 

Question 6
Outlook Humidity Temp
SL
Wind
Play Tennis
1 Overcast Cool
Normal
TRUE Yes
2 Sunny Mild
High
FALSE NO
3 Sunny
Cool
Normal
FALSE Yes
4 Rainy
Mild
Normal
FALSE Yes
5 Sunny
Mild
High
FALSE NO
6 Overcast Mild
High
TRUE Yes
7 Sunny Hot
TRUE NO
TRUE Yes
8 Sunny Mild
High
Normal
a) Is a player going to play tennis given the outlook is Sunny, humidity is Mild, temperature
is Normal, and the weather is windy? Apply Naive Bayes and show proper calculations
with the learning phase.
b) Is the player going to play tennis if the outlook is overcast, humidity is hot instead? Show full
calculation,
Transcribed Image Text:Question 6 Outlook Humidity Temp SL Wind Play Tennis 1 Overcast Cool Normal TRUE Yes 2 Sunny Mild High FALSE NO 3 Sunny Cool Normal FALSE Yes 4 Rainy Mild Normal FALSE Yes 5 Sunny Mild High FALSE NO 6 Overcast Mild High TRUE Yes 7 Sunny Hot TRUE NO TRUE Yes 8 Sunny Mild High Normal a) Is a player going to play tennis given the outlook is Sunny, humidity is Mild, temperature is Normal, and the weather is windy? Apply Naive Bayes and show proper calculations with the learning phase. b) Is the player going to play tennis if the outlook is overcast, humidity is hot instead? Show full calculation,
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