# [SOLVED] please solve the following questions and please APA references the material in docs

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[SOLVED] please solve the following questions and please APA references the material in docs
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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)

 X1 X2 X3 Y 1 1 1 0 1 1 0 0 0 0 0 0 0 1 0 1 1 0 1 1 0 1 1 1

2. List some prominent use cases of the Naïve Bayesian Classifier.

3. What gives the Naïve Bayesian Classifier the advantage of being computationally inexpensive?

4. Why should we use log-likelihoods rather than pure probability values in the Naïve Bayesian Classifier?

5. What is a confusion matrix and how it is used to evaluate the

effectiveness of the model?

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?
 Temperature Season Electricty Usage -10 to 50 F Winter High 50 to 70 F Winter Low 70 to 85 F Summer Low 85 to 110 F Summer High

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