anty-filidor / naive-bayes

Simple test of Naive Bayes algorithm on simple datasets

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Naive Bayes - 2018

This program performs naive bayes classifier on fiur datasets:

  • Wines
  • Diabetes
  • Iris
  • Abalone

main.py - helps in applying datasets to classifier

discretise.py - performs discretisation of data

importData.py - loads datasets from csv into np.array

examineBayes.py - calculates and visualises quality of classification for each dataset

MC

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Simple test of Naive Bayes algorithm on simple datasets


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