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Matthew KolkerCSIS 5420Week 2 Assignment1. (Computational Question #2, page 102) Answer the following:a. Write the production rules for the decision tree shown in Figure 3.4 (page 74).b. Can you simplify any of your rules without compromising rule accuracy?2. (Computational Question #4, page 102) Using the attribute age, draw an expanded version of the decision tree in Figure 3.4 (page 74) that correctly classifies all training data instances.AgeSexCCIYesYesYesNoNoMaleFemale>29, <=43=29>43, <29
3. (Computational Question #8, page 103) Use the information in Table 3.5 (page 82) to list three two-item set rules. Use the data in Table 3.3 (page 80) to compute confidence and support values for each of your rules.4. (Computational Question #10, page 103) Perform the third iteration of the K-Means algorithm for the example given in the section titled An Example Using K-Means (page 84). What are the new cluster centers?