Jyotiprakash Mishrablog.jyotiprakash.org·Jan 14, 2025Naive Bayes: Have You Been Spammed?Naive Bayes is a family of algorithms grounded in probability theory, distinguished by the simplifying (often unrealistic) assumption that all features in a dataset are conditionally independent given the label. This assumption, though seldom strictl...327 readsnaive bayes
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Sep 17, 2024A Comprehensive Guide to Binary Classification in Machine LearningBinary classification is a fundamental concept in machine learning where the goal is to classify data into one of two distinct classes or categories. It is widely used in various fields, including spam detection, medical diagnosis, customer churn pre...10 likes·189 readsMachine Learningspam detection