Target variable in features in UQ notebook

[mishagrol]

Hello, @slavakx !

Thank you for you tutorial on UQ for regression!

I found that in your code there is data leak

data = california_housing.frame 

You have MedHouseVal in your frame, as far as I understand, this column is target. That why you have such great RMSE metrics.

I think, you can fix it by using

data = california_housing.data 

To avoid MedHouseVal columns in dataset fearures

📈