• Contact Me
  • Projects
    • Solving Chemical Equations
    • Naive Bayes Classifier
    • Number of ways to climb a flight of stairs
Cramer Explains Math
  • Contact Me
  • Projects
    • Solving Chemical Equations
    • Naive Bayes Classifier
    • Number of ways to climb a flight of stairs

Naive Bayes Classifier

This is my first project on a machine learning topic.


Background Information

It’s never a bad idea to at least brush up on basics.

Simple Probability
Conditional Probability and Independent Events
Bayes’ Theorem


Naive Bayes

And to the explanation of the Naive Bayes Classifier

Naive Bayes Classifier

And some actual data and a few different implementations

Gaussian and the Iris Flower Data Set
Simple Probability and the Mushroom Data Set
Binomial(ish) TechTC-100 This is no longer applicable.
Binomial TechTC-100 (Updated)

Recent Posts

  • Number of ways to climb a flight of stairs when taking one, two, three, … steps at a time (faster than recursive) Part 1: Simple Example
  • Calculating Combinations (Binomial Coefficients) Efficiently
  • Number of ways to climb a flight of stairs when taking one, two, three, … steps at a time (Java, recursive)
  • Naive Bayes Classifier: Text Binomial TechTC-100 (Updated)
  • Naive Bayes Classifier: Text Binomial(ish) TechTC-100

Recent Comments

  • Cramer Grimes on Euclid’s Algorithm Explained
  • Andrew on Euclid’s Algorithm Explained

Categories

  • Chemical Equation Solver
  • Linear Algebra
  • Probability
  • Project
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