I got these results after fitting a model:
In the above picture X axis shows the fitted values and Y axis shows the truth values.
We can see bias although I tuned
reg_lambda (i used XGBoost and also tuned
So how to measure bias? Is this small or large bias? Or can we use the model or try tuning the parameters again?