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Field notes.

Ideas, experiments, and the occasional rabbit hole.
A running log of what I’m building and learning.

01 ENTRIES / ALWAYS LEARNING

1 post tagged ClassificationClear filter ↗

Naive Bayes inference diagram combining a holiday, discount, and free delivery with class priors, then normalizing Buy and No Buy scores to 97.08 and 2.92 percent.

Oct 13, 2026 17 min read

Understanding Naive Bayes: Conditional Probability, Shopping Decisions, and Spam Classification

Learn how Naive Bayes combines priors and likelihoods, with complete shopping and spam examples, an interactive classifier, Laplace smoothing, and practical model checks.

Machine LearningNaive BayesClassificationProbability