09 - Naive Bayes
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Last updated 10:54 AM on 4/2/26
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8 Terms
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Naive Bayes
Statistical-based approach that bases predictions on previously-seen examples
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Naive Bayes
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Prior
The probability of a certain target outcome to happen
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Marginal
Will always be the same for all classes, so no need to compute
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Likelihood
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Joint Probability
Consider all events under a given target outcome, then compute the _____ of the observation 𝐹 under that outcome
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Number of features
The number of possible probability values that need to be computed grows exponentially with the _____
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Combination of features
To get a good enough estimate of the probability, there should be enough samples for every possible _____
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Nres 1: Chapter 3: Key Concepts and steps in Qualitative and Quantitative researchgd
48Updated 579d ago0.0(0)
Nres 1: Chapter 3: Key Concepts and steps in Qualitative and Quantitative researchgd
48Updated 579d ago0.0(0)