Question: In this question, you will use the ID3 algorithm to create a decision tree for the dataset given below. There are three Boolean attributes
In this question, you will use the ID3 algorithm to create a decision tree for the dataset given below. There are three Boolean attributes X1, X2, and X3 and a Boolean class attribute. Be sure to show detailed calculations for each step including entropy and information gain values. Draw a plot of the final tree that you obtain and show the class labels for the leaf nodes. Also indicate the set of instances that are associated with each leaf node. Instance 1234567 8 9 10 X1 1 0 0 1 0 1 0 1 0 1 X2 0 1 0 0 0 1 1 0 0 0 X3 0 0 0 1 0 0 1 0 0 0 Class 1 1 0 0 0 1 0 1 0 1
Step by Step Solution
3.46 Rating (156 Votes )
There are 3 Steps involved in it
Answer ID3 algoerithm for decision toces first wel... View full answer
Get step-by-step solutions from verified subject matter experts
Document Format (2 attachments)
635e184d07779_181411.pdf
180 KBs PDF File
635e184d07779_181411.docx
120 KBs Word File
