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A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

Code and data used to create the examples in "Evidence-based Software Engineering based on the publicly available data"

  • cognitive-capitalism
  • cognitive-science
  • economic-models
  • ecosystem-modeling

R package that provides complex systems datasets from the Colorado Index of Complex Networks (ICON) at https://icon.colorado.edu/.

  • complex-networks
  • r
  • complex-systems-datasets
  • datasets