Results folder.
Figs and text results of experiments saved here.
During training, real-time results can be displayed via tensorboard:
tensorboard --logdir=/results/log/tensorboard/<tb_log_exp_name>Logs of hyper-parameter tuning runs are found in /log and can similarly be displayed (RayTune docs).
To run all experiments from the paper:
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Main results
python3 main.py --domain_shift hospital python3 main.py --domain_shift region python3 main.py --domain_shift ward python3 main.py --domain_shift ethnicity python3 main.py --domain_shift ethnicity_coarse python3 main.py --domain_shift age
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Alternative outcome definitions:
python3 main.py --outcome Shock_4h python3 main.py --outcome Shock_12h python3 main.py --outcome ARF_4h python3 main.py --outcome ARF_12h
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Additional sequential models:
python3 main.py --models RNN GRU LSTM -
Regularization experiments:
python3 main.py --dropout -
Class incremental experiments:
python3 main.py --class_shift