Future Work

[amitSA]

If there is time, here are some minor tweaks we can make for our submission to be better

Equalized Data

• [ ] Create a new equalized data set with 500,000 elements

EDA

• [x] Analysis on click_time and attribute time

Visualizations

• is_attributed bar graph

  • [ ] Add percentages (it's done in the EDA kernal)
  • [ ] Add 2 bar graphs, one on sample_training set and the other on equalized set to show the change

• Plotting fraudalent and non fraudalent counts against time

  • [ ] Fix the issue of only being able to view graph by clicking into the cell

Prediction Code

• [ ] Create a way to generate prediction files on a list of models, rather than just one model