Curse of Dimensionality

Data and code associated with:

Vong, W.K., Hendrickson, A. T., Navarro, D. J. & Perfors, A. F. Do additional features help or harm during category learning? The curse of dimensionality in human learners.

The contents of the repository are:

  • experiment-one.zip and experiment-two.zip contain the source code for the experiments. Demonstration versions of the task are live at https://www.waikeenvong.com/research#curse-of-dimensionality
  • curse-of-dimensionality-data.zip is a zip containing two CSV files with the data from both experiments
  • curse-of-dimensionality.pdf file contains the author version of the manuscript (prior to submission)