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P(Cavity
| toothache catch)
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= α · P(toothache
catch | Cavity) P(Cavity)
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= α · P(toothache
| Cavity) P(catch | Cavity) P(Cavity)
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n |
This is an
example of a naïve Bayes model:
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P(Cause,Effect1,
… ,Effectn) = P(Cause) πiP(Effecti|Cause)
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n |
Total number of
parameters is linear in n
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