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Hyperparameter tuing (HPT) group in DAIM

See descriptions under docs for more details!

How to create metadata for tuning Xgboost

Just type in your terminal:

cd tl-benchmark
python benchmark/tuner/tuning_xgb.py --dataset <dataset name>

Add NEW dataset to this benchmark

  1. the interface is definede in benchmark.utils.load_xgb_dataset.py.
  2. you need to add the source file for reading the dataset to the folder benchmark.utils.dataset_scripts.
  3. a tutorial example given is dataset fall_detection.

About the tuning result file

we store it in folder data/xgb_metadata.

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