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All Projects → amallia → GaussianNB

amallia / GaussianNB

Licence: MIT license
Gaussian Naive Bayes (GaussianNB) classifier

Programming Languages

python
139335 projects - #7 most used programming language

Labels

machine-learningnaive-bayesmlgaussiannaive-bayes-classifiernaive-bayes-algorithm

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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)
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