Bayes Theorem And Naive Bayes For Classification Flashcards

1
Q

What is Bayes Theorem?

A
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2
Q

What is Naive bayes theorem?

A
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3
Q

What is the sum rule?

A
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4
Q

What is the product rule?

A

The product rule is the joint probability of two cases being observed together, not one given the other, but them joined/happening together

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5
Q

How could the data look like for bayes theorem?

A

f

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6
Q

How could the data look like for Naive bayes theorem?

A

Words in mails, all words are being handled independently and is assumed to be independently affecting the probability of a mail being Spam or not

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