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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.).

:white_flower::scroll: R package: RStudio Addin to insert ('stamp') useful Quarto elements

  • quarto
  • rstudio-addin
  • rstats
  • rstats-package

Accesses parasite occurrence records from the London Natural History Museum's Host-Parasite database, which contains over a quarter of a million helminth records.

  • helminth
  • parasites
  • open-data
  • disease-networks