Task list (Week 2020-11-30)

[Andrew-Tan]

• Finish up the make file. @Andrew-Tan
• We want render our report in our pipeline and put it into make file. @Andrew-Tan
• Explore other models to see if we have better choices. Each of us should work on 1 model (e.g. tuning the hyperparameters and generate the result scores), and we want to update the report to include our findings. @mmyz88
  • Ridge @yzr1996 PR: https://github.com/UBC-MDS/group_26/pull/32
  • RandomForestRegressor @arashshams
  • If we found out either of these models have better result, we should substitute our current one with it.
• Improve visualizations. @arashshams
• Fix Altair picture generation issue. @Andrew-Tan

[mmyz88]

Final report to update (feel free to add by commenting):

1. add inline reference
2. add models comparison section (replace SVR tuning section)
3. link tables with output files instead of hardcode
4. mention risk of overfitting in criticism