Gaussian Naive Bayes Classifier Laplace smoothing Correction in Naive Bayes Classifier Mahesh Huddar

Gaussian Naive Bayes Classifier Laplace smoothing Correction in Naive Bayes Classifier by Mahesh Huddar


Applying Naïve Bayes to data with numerical attributes and using the Laplace correction
Given the training data in the table below (Tennis data with some numerical attributes), predict the class of the following new example using Naïve Bayes classification:
outlook=overcast, temperature=60, humidity=62, windy=false.

Solved Example Naive Bayes Classifier to classify New Instance PlayTennis Example:    • 1. Solved Example Naive Bayes Classif...  

Naive Bayes Classifier to classify the color legs height smelly:    • Solved Example Use Naive Bayes Classi...  

Laplace smoothing (Zero Probability) in Naive Bayes Classifier:    • Laplace smoothing | Laplace Correctio...  

The following concepts are discussed:
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Bayes classifier example,
gaussian distribution,
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naive bayes classifier numerical data,
naive bayes classifier continuous-valued attributes,
naive bayes classifier real-valued attributes,
naive bayes classifier python,
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