What is Naive Bayes?

Probabilistic classification with independence assumption. Naive Bayes is a beginner machine learning algorithm used for categorizing data into classes. Before learning Naive Bayes, you should understand: bayes-theorem, conditional-probability. Real-world applications include: Spam filtering, Sentiment analysis, Document classification. This is a foundational concept suitable for beginners.