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. Author manuscript; available in PMC: 2022 Nov 1.
Published in final edited form as: Comput Methods Programs Biomed. 2021 Sep 13;211:106397. doi: 10.1016/j.cmpb.2021.106397

Table 3.

Performance of the best ACDM, ENLR-Li, and LSTM-Gao models.

Model AUC Sensitivity Specificity PPV NPV
ACDM (Random forest) 0.889 0.45 0.933 0.692 0.836
ENLR-Li 0.828 0.1 0.967 0.5 0.76
LSTM-Gao 0.854 0.5 0.9 0.625 0.844

ACDM, acute and chronic disease; AUC, area under the receiver operating characteristics; PPV, positive predictive value; NPV, negative predictive value.