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Analyze the following data set of Infection forecast to classify class. Use ID3 algorithm or Identification tree and Calculate Entropy and Information Gain of each
Analyze the following data set of Infection forecast to classify class. Use ID3 algorithm or Identification tree and Calculate Entropy and Information Gain of each attribute to identify root node, left and right child of the decision tree and its branches. [10] Doors class Color Type Red SUV Blue Minivan Green Car Red Minivan Green Car Green SUV Blue SUV Blue Car Red SUV Blue Car Green SUV Red Car Green SUV Green Minivan NNNNNNN Tires Whitewall Whitewall Whitewall Blackwall Blackwall Blackwall Blackwall Whitewall Blackwall Blackwall Whitewall Blackwall Blackwall Whitewall + + + + + II 10000 t 4 Analyze the following data set of Infection forecast to classify class. Use ID3 algorithm or Identification tree and Calculate Entropy and Information Gain of each attribute to identify root node, left and right child of the decision tree and its branches. [10] Doors class Color Type Red SUV Blue Minivan Green Car Red Minivan Green Car Green SUV Blue SUV Blue Car Red SUV Blue Car Green SUV Red Car Green SUV Green Minivan NNNNNNN Tires Whitewall Whitewall Whitewall Blackwall Blackwall Blackwall Blackwall Whitewall Blackwall Blackwall Whitewall Blackwall Blackwall Whitewall + + + + + II 10000 t 4
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