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Table 16 External test performances of a model trained with H12O+LAFE dataset for predicting 90-day 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

0.92

0.44

0.62

0.86

0.74

0.37

p50

0.62

0.63

0.62

0.63

0.62

0.25

p75

0.35

0.85

0.69

0.57

0.46

0.2

p34/max(J)

0.85

0.56

0.65

0.79

0.73

0.4

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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