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Table 4 Comparison of the performance of different models

From: A study on predicting the length of hospital stay for Chinese patients with ischemic stroke based on the XGBoost algorithm

 

ACC

RE

F1

XGBoost

0.89

0.89

0.89

NaiveBayes

0.63

0.65

0.60

LogisticRegression

0.74

0.75

0.74

DecisionTreeClassifier

0.85

0.85

0.85

AdaBoostClassifier

0.83

0.83

0.83