Naïve Bayes Classifier Applied Machine Learning

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Naïve Bayes Classifier Applied Machine Learning Derek Hoiem Dall-E: portrait of Thomas Bayes with a Dunce Cap on his head Approaches to classification and regression Weve learned about two of the most widely used Nearest neighbor Linear

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01
Naïve Bayes Classifier Applied Machine Learning Derek Hoiem Dall-E: portrait of Thomas Bayes with a Dunce Cap on his head<br>
02
Approaches to classification and regression We’ve learned about two of the most widely used
Nearest neighbor
Linear models

Next, we’ll learn about probabilistic models and trees

Everything else is representation learning<br>
03
Today’s Lecture Introduce probabilistic models

Naïve Bayes Classifier
Assumptions / model
How to estimate from data
How to predict given new features
Cases of discrete and continuous variables

“Semi-naïve Bayes” object detector<br>