Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Consider the dataset in terms of attribute-value pairs where F is the value, and A,B, C are attributes. What is the entropy of the dataset?

image text in transcribed

Consider the dataset in terms of attribute-value pairs where F is the value, and A,B, C are attributes. What is the entropy of the dataset? Compute the information gain with respect to the attributes A, B and C. Which attribute would be used at the root of the decision tree constructed by the ID3 algorithm? [2+2+1 = 5 Marks] B F 2264 0 0 0 0 0 0 1 1 0 1 0 1 0 1 1 0 1 0 0 1 1 0 1 1 1 1 0 1 1 1 1 1

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Databases A Beginners Guide

Authors: Andy Oppel

1st Edition

007160846X, 978-0071608466

More Books

Students also viewed these Databases questions