https://github.com/amallia/gaussiannb

Gaussian Naive Bayes (GaussianNB) classifier
https://github.com/amallia/gaussiannb

gaussian machine-learning ml naive-bayes naive-bayes-algorithm naive-bayes-classifier

Last synced: 2 months ago
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Gaussian Naive Bayes (GaussianNB) classifier

• Host: GitHub
• URL: https://github.com/amallia/gaussiannb
• Owner: amallia
• License: mit
• Created: 2018-02-19T06:36:47.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2018-02-21T02:44:15.000Z (over 7 years ago)
• Last Synced: 2025-06-17T11:07:22.203Z (4 months ago)
• Topics: gaussian, machine-learning, ml, naive-bayes, naive-bayes-algorithm, naive-bayes-classifier
• Language: Python
• Size: 6.84 KB
• Stars: 24
• Watchers: 3
• Forks: 9
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# GaussianNB

Gaussian Naive Bayes (GaussianNB) classifier 

Simple Gaussian Naive Bayes classifier implementation. It also implements 5-fold cross-validation. Compared performance with Zero-R algorithm.

## Dataset

Glass.csv

Attribute and Class Information:

   1. RI: refractive index

   2. Na: Sodium (unit measurement: weight percent in corresponding oxide, as 

                  are attributes 4-10)

   3. Mg: Magnesium

   4. Al: Aluminum

   5. Si: Silicon

   6. K: Potassium

   7. Ca: Calcium

   8. Ba: Barium

  9. Fe: Iron

  10. Type of glass: (class)

      -- 1 window glass (from vehicle or building)

      -- 2 not window glass (containers, tableware, or headlamps)