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Please download mtcars.header.binary.categorical.txt dataset from Canvas (the "cyl" and "gear" are changed as categorical attributes, instead of...

Please download mtcars.header.binary.categorical.txt dataset from Canvas (the "cyl" and "gear" are changed as categorical attributes, instead of numerical numbers). Please use R to implement tasks below:

·        Please use all instances from mtcars.header.binary.categorical.txt to train a Naïve Bayes classifier, and use the classifier to predict all instances in mtcars.header.binary.categorical.txt, and report the classification accuracy [1 pt]

·        Please report the conditional probabilities for attributes "cyl" and "gear", and explain the meaning of the conditional probability values [1 pt]

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