a) Given these five points in a 3-D space, compute and show the dissimilarity matrix. Use Euclidian distance as the dissimilarity measure. A(4,5,5), B(5,3,3), C(1,1,5), D(4,4,1), E(5,5,0)
b) Repeat part (a) using Manhattan distance as dissimilarity measure.
c) Draw a scatter plot for the distances obtained in parts (a) and (b) to identify the relationship between the two dissimilarity measures
Name |
Fever |
Cough |
Height |
Weight |
Profession |
City |
Ali |
Y |
N |
65 |
70 |
Student |
Lahore |
Bilal |
Y |
Y |
55 |
65 |
Student |
Karachi |
Khan |
N |
N |
70 |
75 |
Teacher |
Lahore |
Ahmed |
N |
N |
61 |
59 |
Doctor |
Islamabad |
Given the data above, compute the dissimilarity matrix. Fever and Cough are asymmetric binary, Height and weight are numeric, Profession and City are nominal attributes.
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