AUC values of the nine algorithms under three models.

AUC values of the nine algorithms under three models.

<p>ESI, Emergency Severity Index; AUC, area under the receiver operating characteristic curve; KNN, k-Nearest Neighbor; SVM, Support Vctor Machine; AdaBoost, Adaptive Boosting.</p>

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Bibliographic Details
Main Author:	Zheng Liu (28397) (author)
Other Authors:	Wenqi Shu (20746209) (author), Hongyan Liu (142625) (author), Xuan Zhang (56049) (author), Wei Chong (782416) (author)
Published:	2025
Subjects:	Biotechnology Mental Health Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified shapley additive explanations positive predictive value negative predictive value naive bayes performed intensive care unit emergency severity index 167 emergency patients study analyzed 189 medical information mart decision curves analysis top four algorithms xlink "> developing triage patients admitted predicting icu admission model 1 based nine ml algorithms four algorithms xlink "> icu admission model 1 study developed medical history calibration curves model 3 model 2 vital signs random forest logistic regression gradient boosting demographic characteristics chief complaints brier score 80 ). 80 ),
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