Analyze the dataset given in image of Infection forecast to classify the patient to Infected or...
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Analyze the dataset given in image of Infection forecast to classify the patient to Infected or not. Use ID3 algorithm or Identification tree and Calculate Entropy and Information Gain of each attribute to identify root node of the decision tree and its branches. ID | Fever | Cough | Breathing issues | Infected 1 I NO I I NO I NO 2 | YES | YES | YES 3 | YES | NO I NO | YES | | YES | YES | YES I NO I NO | YES | YES | YES | YES 9 | NO | YES 10 | YES | YES I NO I NO I NO I NO 4 5 +- 6 7 8 | 11 | NO | 12 | NO | 13 | NO 14 | YES NO | YES | YES I NO | YES | YES I NO I NO YES | YES | YES YES YES YES YES | YES | NO | | | I NO I NO + | YES | YES | NO YES YES YES Analyze the dataset given in image of Infection forecast to classify the patient to Infected or not. Use ID3 algorithm or Identification tree and Calculate Entropy and Information Gain of each attribute to identify root node of the decision tree and its branches. ID | Fever | Cough | Breathing issues | Infected 1 I NO I I NO I NO 2 | YES | YES | YES 3 | YES | NO I NO | YES | | YES | YES | YES I NO I NO | YES | YES | YES | YES 9 | NO | YES 10 | YES | YES I NO I NO I NO I NO 4 5 +- 6 7 8 | 11 | NO | 12 | NO | 13 | NO 14 | YES NO | YES | YES I NO | YES | YES I NO I NO YES | YES | YES YES YES YES YES | YES | NO | | | I NO I NO + | YES | YES | NO YES YES YES
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To analyze the dataset and classify patients as infected or not infected using the ID3 algorithm Iterative Dichotomiser 3 we need to calculate the entropy and information gain for each attribute Fever ... View the full answer
Related Book For
Income Tax Fundamentals 2013
ISBN: 9781285586618
31st Edition
Authors: Gerald E. Whittenburg, Martha Altus Buller, Steven L Gill
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