How should I do it, I need a little push

You should use at least one classifier from (1) logistic regression, (2) KNN and (3) SVM with linear kernel, and (4) SVM with nonlinear kernel. You will submit your project in three parts. - Part 1: (60\%) The Python code that includes what you have done. It should go over all of the processes that you go through: Data manipulation, different alpha values, adding new features, etc. You won't write a report, hence this code should have all of the details, i.e., add comments to your code so that we can understand what you did. In other words, you should embed your report into your code. You should provide the error values of at least 1 model that you tried from each of the above. You should provide the F-score, precision, accuracy, recall, AUC and ROC curves for them. You should also explicitly define how you pick the model, i.e., how do you decide to pick the model that you use. Otherwise you won't get any points. - Part 2: (40\%) The last 100 data does not have any value and it will be used to grade you assignment like the previous assignment