MIMIC_results.txt

Dataset: mimic | Model: context_RNN_64_0.01
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AUROC:	 0.821 +/- 0.011 
AUPRC:	 0.901 +/- 0.009 
Brier:	 0.137 +/- 0.005 
F1:		 0.884 +/- 0.006 


Dataset: mimic | Model: context_LSTM_64_0.001
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AUROC:	 0.817 +/- 0.012 
AUPRC:	 0.901 +/- 0.005 
Brier:	 0.139 +/- 0.004 
F1:		 0.880 +/- 0.006 


Dataset: mimic | Model: baseline_RNN_64
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AUROC:	 0.827 +/- 0.008 
AUPRC:	 0.902 +/- 0.007 
Brier:	 0.133 +/- 0.005 
F1:		 0.881 +/- 0.007 


Dataset: mimic | Model: baseline_LSTM_64
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AUROC:	 0.835 +/- 0.009 
AUPRC:	 0.908 +/- 0.005 
Brier:	 0.132 +/- 0.003 
F1:		 0.882 +/- 0.005 


Dataset: mimic | Model: Logistic_Regression
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AUROC:	 0.572 +/- 0.030 
AUPRC:	 0.796 +/- 0.031 
Brier:	 0.200 +/- 0.007 
F1:		 0.835 +/- 0.009