When the features are independent, we can extend Bayes’ rule to what is called Naive Bayes which assumes that the features are independent that means changing the value of one feature doesn’t ...

Accuracy: Displays the percentage of correct predictions. Logs: Detailed execution logs are stored in naive_bayes_log.txt. Project Structure Introduction: Explains the Naive Bayes algorithm and its ...

The Naive Bayes (NB) algorithm is a classification method based on Bayes’ theorem [6] with the assumption that all features are independent of each other. Bayes’ theorem is represented by the ...