Engineering Design Benchmark Problems for Classification Algorithms

This dataset contains multiple train and test sets for eight engineering datasets that can be used to evaluate classification algorithms (available in the processed directory). The eight problems are: Airfoil binary (airfoil_cl) Airfoil multi-class (airfoil_cl_m) FRAMED safety (framed_safety) FRAMED validity (framed_validity) Solar HEX (solar_hex) 3-bar truss (truss_6d) Welded beam (welded_beam) Welded beam (+) (welded_beam_balanced) Further, the dataset contains the processed results to replicate the findings of the associated publication. All files are saved in the Arrow (parquet) format.