CSC 4740/6740 Data Mining
Assignment 6
Due Date: 11:59pm, 12/2/2022
Only the electronic version will be accepted. Please submit it through iCollege.

Figure 1. Dataset
1. (15 points) Please illustrate the -means algorithm on the dataset in Figure 1.
Solutions:


2. (15 points) Please illustrate the -medoid algorithm on the dataset in Figure 1.
Solutions:


3. (16 points) Please illustrate the AGNES algorithm on the dataset in Figure 1.
Solutions:


4. (18 points) Please illustrate the DBSCAN algorithm on the dataset in Figure 1.
Solutions:
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9
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5. (18 points) Please illustrate the OPTICS algorithm on the dataset in Figure 1.
Solutions:


6. (18 points) Please illustrate the spectral clustering algorithm on the dataset in Figure 1.
Solutions:



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