Using a Simulator to Predict Loan Acceptance

The other thing that I wanted to add with a cool tool that you can use is like what if, which is a simulator. And that simulator will modify features dynamically and it'll say, hey, I'm trying to predict loan acceptance. Well, I want to simulate keeping everything else standard across my entire data set. All these other features,. I want to change income. And I wanted to go up and down by this amount of tens of thousands for each row of data  and tell me what the differences are. Like, what, how does it change? By analyzing the output of that algorithm, you can start uncovering seriously dangerous stuff with your model - things that you hadn't