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Classification of different types of glasses with Gaussian Naive Bayes. It was implemented from scratch using Python using the dataset from UCIrvine data repository.

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Leoricking/ML-Glass-classification

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ML-Glass-classification

Classification of different types of glasses using the dataset from UCIrvine data repository

  1. Implementation of Gaussian Naive Bayes using Python (inclusing numpy, pandas) from scratch.
  2. 5-cross validation was performed from scratch
  3. ZeroR classifier was also implemented and its performance was compared with Gaussian Naive Bayes

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Classification of different types of glasses with Gaussian Naive Bayes. It was implemented from scratch using Python using the dataset from UCIrvine data repository.

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