Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

solve the qustions and explain how to use this part log2 1 = 0 log2 2 = 1 Ouestion 5 We will use the dataset

solve the qustions and

explain how to use this part

log2 1 = 0 log2 2 = 1

image text in transcribed

Ouestion 5 We will use the dataset below to learn a decision tree which predicts if people pass machine learning (True or False), based on their previous GPA (High, Medium, or Low) and whether or not they studied (True or False). For your information, log21=0,log22=1,log23=1.6,log24=2,log25=2.3 Also, log(x/y)=logxlogy (a) What is the entropy H (Passed)? (2 marks) (b) What is the entropy H (Passed GPA)? (2 marks) (c) What is the entropy H (Passed Studied)? (2 marks) (d) Draw the full decision tree that would be learned for this dataset. Give a brief explanation. (4 marks)

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

Question

Describe the four types of inventory.

Answered: 1 week ago