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Table 18 External test performances of a model trained with H12O+LAFE dataset for predicting 1-year complications. 25, 50 and 75 percentiles are shown, as well as that which maximizes Youden’s index (J)

From: Identification of relevant features using SEQENS to improve supervised machine learning models predicting AML treatment outcome

Threshold

TPR

TNR

PPV

NPV

F1

J

p25

0.79

0.37

0.69

0.5

0.74

0.16

p50

0.59

0.68

0.77

0.48

0.67

0.27

p75

0.32

0.89

0.85

0.42

0.47

0.22

p53/max(J)

0.59

0.74

0.8

0.5

0.68

0.33

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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