Record Details

Engineering Design Benchmark Problems for Classification Algorithms

Harvard Dataverse (Africa Rice Center, Bioversity International, CCAFS, CIAT, IFPRI, IRRI and WorldFish)

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Field Value
 
Title Engineering Design Benchmark Problems for Classification Algorithms
 
Identifier https://doi.org/10.7910/DVN/ZRHXNY
 
Creator Picard, Cyril
Ahmed, Faez
 
Publisher Harvard Dataverse
 
Description 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.
 
Subject Computer and Information Science
Engineering
 
Date 2024-02-08
 
Contributor Picard, Cyril