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Decompensation Prediction on MIMIC-III (test)

35.5AUPRC

Temporal label smoothing

Updated 4d ago

Evaluation Results

Method	Links
Temporal label smoothing 2022.08		35.5	29.3	71.8
Multi-horizon 2022.08		34.9	28.6	70.3
Cross-entropy 2022.08		34.5	28.2	69.7
Weighted CE 2022.08		34.5	28.2	69.7
Focal loss 2022.08		34.5	28.2	69.7
Landmarking 2022.08		34	27.2	68.8
Label smoothing 2022.08		33.9	27.7	68.8
TCSR 2022.08		28.6	19.9	68.4