1. Consider the following Training Data Set:

Apply the Naïve Bayesian Classifier to this data set and compute the probability score for P (y = 1|X) for X = (1,0,0) Show your work

6. Consider the following data set with two input features temperature and season • What is the Naïve Bayesian assumption? • Is the Naïve Bayesian assumption satisfied for this problem? Your Thoughts? Module 4: Analytics Theory/Methods 18

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