HOW TO RUN THE IMPLEMENTED APPLIED MACHINE LEARNING ALGORITHMS

The file main.py is the main file from where all algorithms can be run. Simply uncomment/ comment the functions to see the results. The various functions are:

• evaluate_knn()
• evaluate_bagged_knn()
• evaluate_svm()
• evaluate_naive_bayes()
• evaluate_logistic_regression()
• tune_knn_using_10_fold()
• tune_bagged_knn_using_10_fold()
• tune_svm_using_10_fold()
• tune_nb_using_10_fold()
• tune_lr_using_10_fold()

Then, from the command prompt

  python main.py

Similarly, the code to generate csv file from the xml data set can be found under amazon_set/

Then, from the command prompt invoke the following to run the program and generate the csv text based files.

  python Main.py