"These are some questions that, hopefully, may help to move on:
- for f1-score, what is the probability threshold for the classification? is it standard 0.5 or you determined it from AUROC curves?
- since there is one continuous feature, the trees…"
General answer: feature engineering is one of the key components of good performance within shallow algorithms field.
More specific: for restricting any value, one of the classical approaches is to alter the problem from MAX to…"