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Information System - Reproducibility paper #186

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8 of 9 tasks
aquemy opened this issue Feb 1, 2022 · 1 comment · Fixed by #188 or #192
Open
8 of 9 tasks

Information System - Reproducibility paper #186

aquemy opened this issue Feb 1, 2022 · 1 comment · Fixed by #188 or #192
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aquemy commented Feb 1, 2022

ECHR-OD project has been invited by Information System for a reproducibility paper.

This epic is about all the different items required to be fully reproducible.

  • Pin the dependency
  • Run a full workflow and establish the list of cases to be kept as reference
  • Ensure the build can be 100% reproduced with the list of case and then mark it as InfoSys special build
  • Tag the master branch with a special release for InfoSys
  • Update the website to provide the InfoSys build to be downloaded
  • Containerize the experiments
  • Adjust the experiment configuration (in particular, the parameter on class weight, add XGBoost and remove RBF SVM - too slow)
  • Ensure on a small dataset that the experiements are reproducible (i.e. all seeds are properly fixed)
  • ...
@aquemy aquemy added this to the InfoSys milestone Feb 1, 2022
@aquemy aquemy self-assigned this Feb 1, 2022
@aquemy aquemy changed the title Information System - Reproduction paper Information System - Reproducibility paper Feb 1, 2022
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aquemy commented Mar 21, 2022

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