I have a very serious concern about my model being trained by autogluon’s automl.
After training the model for preset – ‘high_quality’, I try to predict data for say one new data point. As per my analysis one of the predicted variables should change its predicted value but it does not. In fact the predicted value does not go less than the least value of the actual dependent variable under any circumstance which is very concerning for me as I believe the predicted value should go down.