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Table 17 External test performances of a model trained with H12O+LAFE dataset for predicting 6-month 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

0.86

0.42

0.64

0.71

0.74

0.28

p50

0.66

0.71

0.73

0.63

0.69

0.36

p75

0.38

0.96

0.92

0.56

0.54

0.34

p66/max(J)

0.52

0.88

0.83

0.6

0.64

0.39

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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