Tag: Spam Detection with Naive Bayes

  • Naive Bayes in Machine Learning: A Simple Yet Powerful Algorithm

    Naive Bayes in Machine Learning: A Simple Yet Powerful Algorithm

    Introduction to Naive Bayes Naive Bayes is a foundational machine learning algorithm based on Bayes’ Theorem. Known for its simplicity and efficiency, it is widely used for classification tasks, particularly in applications like spam detection, sentiment analysis, and medical diagnosis. Despite its “naive” assumption of feature independence, the algorithm often delivers impressive results, making it… Read more