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learning_model

This folder consists of the classes needed for testing and training machine learning models on our dataset:

decision_tree.py: trains and tests a decision tree model on our dataset
naive_bayes.py: trains and tests a naives bayes model on our dataset
neural_network.py: trains and tests a neural network model on our dataset
regression.py: trains and tests a polynomial linear regression model on our dataset
svm.py: trains and tests an svm model on our dataset
learning_model.py: reads the train and test datasets and trains and tests all the above models on them