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Question 7 Color Size Shape Edible Yellow Small Round Yes Yellow Small Round Green No Small Irregular Yes Green Large Irregular No Yellow Large Round Yellow Small Round Yellow Small Yellow Yes Yes Round Yes Small Round Yes Green Small Round Yellow Large Round No No Yellow Large Round Yes Yellow Large Round No Yellow Large Round No No Yellow Large Round Yellow Small Irregular Yes Yellow Large Irregular Yes a) Considering 'Edible' as the class, Compute entropy for this dataset. b) Between Color, Size, and Shape, which one is the better feature? Show full calculation and explain.

Question 7 Color Size Shape Edible Yellow Small Round Yes Yellow Small Round Green No Small Irregular Yes Green Large Irregular No Yellow Large Round Yellow Small Round Yellow Small Yellow Yes Yes Round Yes Small Round Yes Green Small Round Yellow Large Round No No Yellow Large Round Yes Yellow Large Round No Yellow Large Round No No Yellow Large Round Yellow Small Irregular Yes Yellow Large Irregular Yes a) Considering 'Edible' as the class, Compute entropy for this dataset. b) Between Color, Size, and Shape, which one is the better feature? Show full calculation and explain.

CMPTR
CMPTR
3rd Edition
ISBN:9781337681872
Author:PINARD
Publisher:PINARD
Chapter12: Enhancing A Document
Section: Chapter Questions
Problem 9QY
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Question 7 Color Size Shape Edible Yellow Small Round Yes Yellow Small Round Green No Small Irregular Yes Green Large Irregular No Yellow Large Round Yellow Small Round Yellow Small Yellow Yes Yes Round Yes Small Round Yes Green Small Round Yellow Large Round No No Yellow Large Round Yes Yellow Large Round No Yellow Large Round No No Yellow Large Round Yellow Small Irregular Yes Yellow Large Irregular Yes a) Considering 'Edible' as the class, Compute entropy for this dataset. b) Between Color, Size, and Shape, which one is the better feature? Show full calculation and explain.
Transcribed Image Text:Question 7 Color Size Shape Edible Yellow Small Round Yes Yellow Small Round Green No Small Irregular Yes Green Large Irregular No Yellow Large Round Yellow Small Round Yellow Small Yellow Yes Yes Round Yes Small Round Yes Green Small Round Yellow Large Round No No Yellow Large Round Yes Yellow Large Round No Yellow Large Round No No Yellow Large Round Yellow Small Irregular Yes Yellow Large Irregular Yes a) Considering 'Edible' as the class, Compute entropy for this dataset. b) Between Color, Size, and Shape, which one is the better feature? Show full calculation and explain.
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