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Table 2 Average AUC of models trained on asthma dataset for the task of school-age asthma prediction

From: Interpreting patient-Specific risk prediction using contextual decomposition of BiLSTMs: application to children with asthma

Model

AUC (95% CI)

LSTM

0.831 (0.824-0.838)

BiLSTM

0.819 (0.811-0.827)

Logistic Regression

0.702 (0.692-0.712)