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Modeilng NAEP Test-Taking Behavior Using Educational Process Analysis

Date: December 18, 2019

Authors: Nirmal Patel, Aditya Sharma, Tirth Shah

Organization: Playpower Labs

This repository contains the code of our solution to the 2019 NAEP Data Mining Challenge. For more information, please see this website: https://sites.google.com/view/dataminingcompetition2019/home

How to reproduce our final submission?

  1. Put the CSV data files provided by the competition organizers into the data/ folder.
  2. Open naep-competition-submission.Rproj file in RStudio. You should be in the 'naep-competition-submission' project.
  3. Run the generate_predictions.R file. Depending on the type of the computer, it might take several hours for the whole process to finish.

At the end, you will have preds.txt at the root of the project that will contain our final submission.

If you have any questions or want to collaborate on any competition, please reach out to us at [email protected]

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