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Linear Algebra Calculus & Optimization Probability & Statistics Machine Learning

←Machine Learning

Naive Bayes

Bayes’ rule with per-class bell curves and independent features.

SupervisedClassification

Sections

Select a section to explore

Watch Naive Bayes learn

Follow each update in real time. Scrub or play to inspect the algorithm.

Step 1 of 4

Training data · Current model fit

Step 1/4

3.5s/step

02 Interactive demo

CURRENT LOSS · OBJECTIVE

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Training objective at current step

WHAT'S HAPPENING

The data

Two labelled classes (orange and blue). Naive Bayes will model each class as a bell curve per feature, then use Bayes’ rule to score new points.