Conditional probabilities using m-estimate approach

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Reference no: EM132442871

1. Estimate the conditional probabilities for

P (A|+), P(B|+), P(C|+), P(A|-), P (B|-), P (C|-)

2. Use the estimate of conditional probabilities given in the previous questionto predict the class label for a test sample (A=0, B=1,C=0) using the naive Bayes approach.

3. Estimate the conditional probabilities using the m-estimate approach,with p:I/2 and m:4.

4. Repeat part (b) using the conditional probabilities given in part (c).

5. Compare the two methods for estimating probabilities. Which method isbetter and why?

Attachment:- Conditional probabilities Question.rar

Reference no: EM132442871

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