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Table below shows a heart disease risk dataset: Age Blood Gender Heart Pressure <50 <120 male No <50 <120 female No <70 <120 male Yes <60 <140 male Yes <60 <160 male Yes <60 <160 female No <70 <160 female Yes <50 <140 male No <50 <160 male Yes <60 <140 male Yes <50 <140 female Yes <70 <140 female Yes <70 <120 male Yes <60 <140 female No Manually calculate the following and show your calculation: 1. Entropy of the whole dataset. 2. Entropy of male dataset. 3. Entropy of female dataset.

Table below shows a heart disease risk dataset: Age Blood Gender Heart Pressure <50 <120 male No <50 <120 female No <70 <120 male Yes <60 <140 male Yes <60 <160 male Yes <60 <160 female No <70 <160 female Yes <50 <140 male No <50 <160 male Yes <60 <140 male Yes <50 <140 female Yes <70 <140 female Yes <70 <120 male Yes <60 <140 female No Manually calculate the following and show your calculation: 1. Entropy of the whole dataset. 2. Entropy of male dataset. 3. Entropy of female dataset.

MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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Table below shows a heart disease risk dataset: Age Blood Gender Heart Pressure <50 <120 male No <50 <120 female No <70 <120 male Yes <60 <140 male Yes <60 <160 male Yes <60 <160 female No <70 <160 female Yes <50 <140 male No <50 <160 male Yes <60 <140 male Yes <50 <140 female Yes <70 <140 female Yes <70 <120 male Yes <60 <140 female No Manually calculate the following and show your calculation: 1. Entropy of the whole dataset. 2. Entropy of male dataset. 3. Entropy of female dataset.
Transcribed Image Text:Table below shows a heart disease risk dataset: Age Blood Gender Heart Pressure <50 <120 male No <50 <120 female No <70 <120 male Yes <60 <140 male Yes <60 <160 male Yes <60 <160 female No <70 <160 female Yes <50 <140 male No <50 <160 male Yes <60 <140 male Yes <50 <140 female Yes <70 <140 female Yes <70 <120 male Yes <60 <140 female No Manually calculate the following and show your calculation: 1. Entropy of the whole dataset. 2. Entropy of male dataset. 3. Entropy of female dataset.
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