Answered step by step
Verified Expert Solution
Question
1 Approved Answer
Question 5 A candy manufacturer interviews a customer on his willingness to eat a candy of a particular colour or flavour. The following table shows
Question 5 A candy manufacturer interviews a customer on his willingness to eat a candy of a particular colour or flavour. The following table shows the collected responses: For your information, log21=0,log22=1,log23=1.6,log24=2,log25=2.3 Also, log(x/y)=logxlogy (a) What is the information content of the feature edibility, I(Edibility)? Show your work. (2 marks) (b) What is the information content of the feature edibility knowing a particular colour, I(Edibility | Colour)? Show your work. ( 2 marks) (c) Which feature (colour or flavour) has the larger mutual information with edibility? ( 2 marks) (d) Draw the decision tree for predicting edibility that maximizes the information gain. (2 marks) (e) Using your decision tree, what would you predict for the edibility of a blue coloured, and cherry flavoured candy? (2 marks)
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started