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Guide to Machine Learning in this Project

Important

The current stable version of EDrewcated Guesser does not officially support retraining ML algorithms. This is a feature planned for a future update. If you'd like to contribute, the development branch for these features is dev-algorithm-training.

The machine learning algorithm is just fine on its own, and you should not retrain it unless you know what you are doing.

Retraining the algorithm takes a lot of CPU resources and time. You have been warned.

If you are retraining the algorithm, follow these steps.

  1. Run update-dataset-global.sh to gather the data (uses opr/all-events).
  2. Run prepare-machinelearning.py to process the data (creates machinefile.csv).
  3. Actually train the algorithm by running the ml-test.py program (uses machinefile.csv).