Credit Card Risk app

[dulajra]

This application can be used by a banker to review the credit card applications of customers and approve or reject the applications easily analyzing applicant's financial ability to settle the credit card balance.

• Display all the customer stats in a table
• When double-clicked on a customer open detailed analysis for the selected customer with action buttons to approve or reject.
• Save the approve/reject status in app state.

[mturoci]

Good job guys. A few notes from me:

• It might be a good idea to map these nums to their corresponding values, e.g. male / female etc. Also not sure if sorting on these makes sense. Would also consider making them filterable if user wants to see only married people etc.
• If table is the only component on main page, expand it to take remaining space (eliminate bottom whitespace).
• detail page rendering after doubleclicking on a row takes too long, it might be a good idea to show some loading spinner
• replace textual summary with something more visual, e.g. big green checkmark with condensed text (if you will not be able to find a suitable component, gather the requirements and file feature request for it, we can add it in no time)
• It would be better if the action buttons were visible right away without the need for vertical scrolling.

Will check the code later.

[VijithaEkanayake-zz]

Thank you so much @mturoci for the suggestions. We will introduce the necessary changes to the application as needed. However, we'll not use the mapping between dataset attributes to their corresponding values because the plan is to change the dataset values self-explanatory. We can consider mapping once the dataset changes have been completed.

[mtanco]

I do have a version of this dataset that has more human readable values - I will find that and add to a public S3 bucket

[dulajra]

@mtanco Yes, these suggestions are great. We will fix them

[mtanco]

Also, I second @mturoci 's suggestion of a progress circle after double clicking a row - this was really fast on my local machine but in the App Store I double clicked like 15 times because I thought it wasn't working 🤦 and then it loaded and reloaded for all the double clicks I tried to do

[dulajra]

@mturoci @mtanco We applied all the suggestion and the updated version is deployed at https://dd53a644-df06-446e-985b-10eb5b42690e.wave.h2o.ai

[mturoci]

Good job guys, you can leave the summary with buttons as it is for now. I propose creating a new card for it like this:

A few other minor issues:

• adjust the height of shap img card to comply with the generated img, it's too tall now. The attr/value sidebar can be reduced accordingly as well (it already uses vertical scroll so no problem with that)
• it would be nice to specify some setup instructions in README on how to run the app locally - what java version I need, how to run H2o server etc.

[dulajra]

@mturoci Requested changes are done :)