COMP3340 - Data Mining - IT Assignment Help

Assignment Task

Tasks
Exercise 1 - In João Moreira’s book, Hamming Distance, a metric for comparing two binary data strings is discussed. Using the US Presidency Dataset presented previously:
a) Write a computer program that computes the Hamming Distance matrix between all pairs of elections and the matrix generated by the Jaccard measure.
b) Same as (a) above, but in this case you will compute the matrices that are obtained by comparing columns (i.e. attributes) of the US Presidency Dataset.
c) Now, Calculate the Minimum Spanning Tree (having as input that distance matrix). Visualize the result using the yEd software.

Exercise 2 - Same as Exercise 1 (c), but now calculate the Relative Neighborhood Graph instead of the MST.

Exercise 3 - Same as Exercise 1 (c), but to calculate the MST given as input a distance matrix generated by the Jaccard measure.

Exercise 4 - Same as Exercise 3, but now calculate the RNG instead.

Exercise 5 - Using the Hamming Distance matrix between all pairs of elections of the US Presidency Dataset, calculate the k-NN graph with k=2. Visualize the result using the yEd software.

Exercise 6 - Using the Jaccard measure to generate a distance matrix between all pairs of elections of US Presidency Dataset, calculate the k-NN graph with k=2. Visualize the result using the yEd software. 

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