Multiclass classification in Naive Bayes

#1

how to do multiclass classification in Naive Bayes

#2

Hi @ishabehera,

The Naive Bayes classifier is inherently suitable for multi-class problems.
The Naive Bayes formula help us to evaluate P(Ci / X), i.e., the Probability of a class given a feature vector. This probability can be evaluated for all possible classes/labels, and, the class with the highest probability is assigned to the sample which needs to be classified.

Hope this helps!

#3

ok… so the formula shown in the video will work for multi-class also ?

#4

Yes Komal, the same formula is suitable for multi-class problems too.
Happy Learning!