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Supervised learning of a continuous risk score for circulatory failure, using LightGBM and other models including logistic regression.

cluster_learning_serial.py

Cluster dispatcher for the supervised learning script.

learning_serial.py

Supervised learning script, which explores all hyperparameter settings, performs prediction on test set patients, and stores the prediction to the file-system.