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Consider the data given below in the table and derive the decision tree using Gini index. Index D 4.6 34 1.9 02 positive 3 1.6 1.2 positive 3.4 1.6 0.2 positive positive 4 52 35 1.5 0.2 52 34 14 02 positive 02 6. 7. 4.7 32 1.6 positive 1.6 0.2 positive positive negative 4.8 3.1 8. 5.4 3.4 1.5 0.4 7.1 3.2 4.7 14 64 3.2 4.7 1.5 negative negative 10 11 6.9 3.1 4.9 15

Consider the data given below in the table and derive the decision tree using Gini index. Index D 4.6 34 1.9 02 positive 3 1.6 1.2 positive 3.4 1.6 0.2 positive positive 4 52 35 1.5 0.2 52 34 14 02 positive 02 6. 7. 4.7 32 1.6 positive 1.6 0.2 positive positive negative 4.8 3.1 8. 5.4 3.4 1.5 0.4 7.1 3.2 4.7 14 64 3.2 4.7 1.5 negative negative 10 11 6.9 3.1 4.9 15

Computer Networking: A Top-Down Approach (7th Edition)
Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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Consider the data given below in the table and derive the decision tree using Gini index. Index A D 1. 4.6 34 1.9 02 positive 3. 1.6 1.2 positive 3 3.4 1.6 0.2 positive positive positive 4. 5.2 35 1.5 0.2 52 34 14 02 4.7 32 1.6 02 positive 3.1 1.6 0.2 7. 8 positive positive 4.8 5.4 34 1.5 0.4 4.7 14 negative 1.5 negative negative 9. 7.1 3.2 3.2 4.7 10 11 12 13 6.4 15 13 6.9 3.1 4.9 4 negative 15 55 23 65 28 46 negative 4.5 1.3 negative negative negative 5.7 28 14 15 16 6.3 33 4.7 1.6 4.9 24 33
Transcribed Image Text:Consider the data given below in the table and derive the decision tree using Gini index. Index A D 1. 4.6 34 1.9 02 positive 3. 1.6 1.2 positive 3 3.4 1.6 0.2 positive positive positive 4. 5.2 35 1.5 0.2 52 34 14 02 4.7 32 1.6 02 positive 3.1 1.6 0.2 7. 8 positive positive 4.8 5.4 34 1.5 0.4 4.7 14 negative 1.5 negative negative 9. 7.1 3.2 3.2 4.7 10 11 12 13 6.4 15 13 6.9 3.1 4.9 4 negative 15 55 23 65 28 46 negative 4.5 1.3 negative negative negative 5.7 28 14 15 16 6.3 33 4.7 1.6 4.9 24 33
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