Fit time vs n
Test AUC vs n
Peak memory vs n
Key findings
n-Scaling
Fit time vs n
Test AUC vs n
Peak memory vs n
Patterns mined vs n
p-Scaling
Fit time vs p
Fit-time ratio vs XGBoost
Test AUC vs p
Peak memory vs p
Memory
Memory plots use peak process-tree RSS during the full benchmark worker task, reported in GB. This is the clearest end-to-end RAM requirement for comparing classifiers.
Peak task RSS vs n
Peak task RSS vs p
Parameter sweep
Methodology
Benchmark setup, dataset definitions, model scenarios, and sweep grids used to produce the dashboard.