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Consider a training data set consisting of the fauna of the world. Each unit has three features named Swim, Fly and Crawl. Let the possible
Consider a training data set consisting of the fauna of the world. Each unit has three features named "Swim", "Fly" and "Crawl". Let the possible values of these features be as follows:
tableSwimFast, Slow, NoFlyLong, Short, Rarely, NoCrawlYes, No
For simplicity, each unit is classified as "Animal", "Bird" or "Fish". Let the training data set be as in Table Use naive Bayes algorithm to classify a particular species if its features are Slow Rarely, No
tableS NoSwim,Fly,Crawl,ClassFast,NoNoFishFast,NoYes,AnimalSlow,NoNoAnimalFast,NoNoAnimalNoShort,NoBirdNoShort,NoBirdNoRarely,NoAnimalSlow,NoYes,AnimalSlow,NoNoFishSlow,NoYes,FishNoLong,NoBirdFast,NoNoBird
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