Estimated value profiling
The strategy table, strat_df, can be used to maximize the estimated portfolio value and minimize expected loss. Extending this table and creating some plots can be very helpful to this end.
The strat_df data frame is loaded and has been enhanced already with the following columns:
| Column | Description |
|---|---|
| Num Accepted Loans | The number of accepted loans based on the threshold |
| Avg Loan Amnt | The average loan amount of the entire test set |
| Estimated value | The estimated net value of non-defaults minus defaults |
This exercise is part of the course
Credit Risk Modeling in Python
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Print the contents of the strategy df
print(____)