The entropy for the entire dataset is 0.94 ie Entropy(tennis)=0.94. Which of the following is the information gain if the dataset is split based on the Entropy(wind) (Hint :information gain(tennis, wind)= Entropy(tennis)- Entropy(wind)) 0.056 0.048 0.0098 0.024
The entropy for the entire dataset is 0.94 ie Entropy(tennis)=0.94. Which of the following is the information gain if the dataset is split based on the Entropy(wind) (Hint :information gain(tennis, wind)= Entropy(tennis)- Entropy(wind)) 0.056 0.048 0.0098 0.024
Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
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The entropy for the entire dataset is 0.94 ie Entropy(tennis)=0.94. Which of the"
Transcribed Image Text:Day
D1
D2
D3
D4
D5
D6
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D8
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Outlook
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Overcast
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Overcast
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Rain
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Overcast
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Rain
Temp
Hot
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Hot
Mild
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Mild
Cold
Mild
Mild
Mild
Hot
Mild
Humidity
High
High
High
High
Normal
Normal
Normal
High
Normal
Normal
Normal
High
Normal
High
Wind
Weak
Strong
Weak
Weak
Weak
Strong
Weak
Weak
Weak
Strong
Strong
Strong
Weak
Strong
Tennis
No
No
Yes
Yes
Yes
No
Yes
No
Yes
Yes
Yes
Yes
Yes
No
The entropy for the entire dataset is 0.94 ie Entropy(tennis)=0.94. Which of the

Transcribed Image Text:Rain
0.056
0.048
0.0098
0.024
Mild
High
Strong
No
The entropy for the entire dataset is 0.94 ie Entropy(tennis)=0.94. Which of the
following is the information gain if the dataset is split based on the Entropy(wind)
(Hint :information gain(tennis, wind)= Entropy(tennis)- Entropy(wind))
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