juvekaradheesh / ml19-hw1

Advanced Machine Learning Course (CS 5824) offered by Dr. Bert Huang for Fall 2019 at Virginia Tech

Homework 1

This homework works with Decision Tree and Naive Bayes classifiers
Read hw1.pdf for more details about the homework and tasks

Libraries required

numpy
any library to open .ipynb files such as jupyter notebook

For running Naive Bayes and Decision tree

Open and run the notebook test_predictors.ipynb

For running Naive Bayes and Decisino tree with Cross Validation

Open and run the notebook cv_predictors.ipynb

For Decision Tree code

Open decision_tree.py
Data structure for tree is in tree.py

For Naive Bayes code

Open naive_bayes.py

For Cross Validation code

Open crossval.py