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Table 5 Confusion matrix for prediction models (Test dataset for the over-65 age group and under 65 age group)

From: Machine learning models to identify low adherence to influenza vaccination among Korean adults with cardiovascular disease

  Korean adult with cardiovascular disease (≥ 65 yrs)
TP FN FP TN Accuracy AUC
LR 1 14 3 80 0.827 0.639
SVM 2 13 9 74 0.776 0.572
RF 0 15 0 83 0.847 0.643
XGB 0 15 0 83 0.847 0.607
  Korean adult with cardiovascular disease (< 65 yrs)
TP FN FP TN Accuracy AUC
LR 35 0 21 1 0.632 0.739
SVM 31 4 14 8 0.684 0.697
RF 31 4 16 6 0.649 0.74
XGB 35 0 22 0 0.614 0.67