Final project for Intro to AI (CSCI 4150) at RPI. Spring 2019.
Run the Perceptron Learning Algorithm on the dataset of handwritten digits:
python dataClassifier.py -c perceptron --autotune
Run the Naive Bayes classifier with Laplace smoothing (additive smoothing) on the same dataset:
python dataClassifier.py -c naiveBayes --autotune
Run the MIRA classifier on the same dataset:
python dataClassifier.py -c mira --autotune
To run any of the above classifiers on the faces dataset, just add -d faces.
Note: this project uses Python 2.7.