Output Folder

After executing the script a Result Folder is created. In there you find six files with different information about your pipeline and the results.

best_config_predictions.csv

  • This file saves the predicted value for every tested configuration.

hyperpipe_config.json

  • Here is the initial Setup for your Pipeline saved.

photon_best_model.photon

  • This file stores the best model.
  • You can share or reload it later.

photon_output.log

  • Saves the console output from every Fold, including the time, the current testing configurations and the results.

photon_result_file.json

  • You can visualize this file with our Explorer.
  • Visualized information:
    • Best Hyperparameter Configuration
    • Performance
    • Fold information
    • Tested Configuration
    • Optimization Progress

photon_summary.txt

  • A text file including a summary of the results.