Formula
General Formula of the Naive Bayes Classifier for Text Classification
The general model of the Naive Bayes classifier for text classification can be written as: , where is the set of all possible classes, and is the position of word in the text. This is a linear model because the prediction is computed as a linear combination of input features (i.e., the words).
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Updated 2026-05-18
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Data Science