tiantuxu/LinearRegression-SVM

Linear-Regression-SVM

Question 1: Preprocessing

$ python preprocess-assg3.py

Question 2: Implement Logistic Regression and Linear SVM

For Logistic Regression

$ python lr_svm.py trainingSet.csv testSet.csv 1

For Linear SVM

$ python lr_svm.py trainingSet.csv testSet.csv 2

Question 3: Learning Curves and Performance Comparison

$ python cv.py

Bonus Question: Fining tuning LR and SVM

$ python bonus_lr_svm_fine_tune.py