Let X be a random variable for CoViD-19 infection (Positive, Negative). Consider two attributes Sex (Male, Female) and Age (below 21, 21-59, 60 above). The following data were obtained: Sex Positive Negative Male 1 12 Female 13 4 What is the information gain for Sex? O 0.79 O 0.39 O 0.99 O 0.37 Positive Negative 1 7 6 4 60 and above 7 5 Age below 21 21-59

Holt Mcdougal Larson Pre-algebra: Student Edition 2012
1st Edition
ISBN:9780547587776
Author:HOLT MCDOUGAL
Publisher:HOLT MCDOUGAL
Chapter11: Data Analysis And Probability
Section: Chapter Questions
Problem 8CR
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Let X be a random variable for CoViD-19 infection (Positive, Negative). Consider two attributes Sex (Male, Female) and Age (below 21, 21-59, 60 above). The following data were obtained:
Sex
Positive Negative
12
Male 1
Female 13
What is the information gain for Sex?
O 0.79
O 0.39
O 0.99
O 0.37
4
Age
Positive Negative
below 21
1
7
21 - 59
6
4
60 and above 7
5
Transcribed Image Text:Let X be a random variable for CoViD-19 infection (Positive, Negative). Consider two attributes Sex (Male, Female) and Age (below 21, 21-59, 60 above). The following data were obtained: Sex Positive Negative 12 Male 1 Female 13 What is the information gain for Sex? O 0.79 O 0.39 O 0.99 O 0.37 4 Age Positive Negative below 21 1 7 21 - 59 6 4 60 and above 7 5
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