Naive Bayes Classifier

An end-to-end Naive Bayes classification pipeline

• Built a complete ML pipeline for preprocessing, training, prediction, and evaluation

• Everything built from scratch based on the Naive Bayes algorithm

• Implemented a hybrid Naive Bayes classifier supporting both categorical features (Laplace smoothing) and continuous features (Gaussian likelihood estimation).

Github repo

Naive Bayes Classifier Repo