Artifact for "Are Optimizing Model Hyperparameter and Software Configuration Alike?"

This artifact contains the benchmark problems, raw experiment traces, and processed analysis outputs used in the paper "Are Optimizing Model Hyperparameter and Software Configuration Alike? Insights from 2573 Cases". The artifact includes 83 SCT/HPO benchmark problems, raw pre-experiment and main-experiment results, and processed outputs for effectiveness, efficiency, fitness landscape, and optimizer recommendation analyses. The archive is organized as follows:- data/: benchmark problems used in the experiments.- results/pre/: raw pre-experiment traces.- results/main/: raw main-experiment traces.- analysis/: processed tables and scripts used for the research-question analysis. The raw main experiment traces follow the naming rule:results/main/[seed]/[problem]/[optimizer]_[problem]_seed[seed].csv