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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.

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter10: Statistics
Section10.6: Summarizing Categorical Data
Problem 25PPS
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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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