Implemented the Naïve Bayes Classifier in Matlab
Carried out classification tasks on the following UCI Machine Repository Datasets Balance Scale - https://archive.ics.uci.edu/ml/datasets/Balance+Scale Balloons - https://archive.ics.uci.edu/ml/datasets/Balloons Chess - https://archive.ics.uci.edu/ml/datasets/Chess+%28King-Rook+vs.+King-Pawn%29 Hayes Roth - https://archive.ics.uci.edu/ml/datasets/Hayes-Roth Car Evaluation - https://archive.ics.uci.edu/ml/datasets/Car+Evaluation Lenses - https://archive.ics.uci.edu/ml/datasets/Lenses Lymphography - https://archive.ics.uci.edu/ml/datasets/Lymphography Monk’s Problems - https://archive.ics.uci.edu/ml/datasets/MONK%27s+Problems Shuttle Landing Control - https://archive.ics.uci.edu/ml/datasets/Shuttle+Landing+Control
If there were no predefined test and training samples, leave one out cross validation was performed.