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Table 5 The fusion classifier exhibits good PPV and NPV based on 21-fold cross-validation

From: Diagnostic support for selected neuromuscular diseases using answer-pattern recognition and data mining techniques: a proof of concept multicenter prospective trial

 

MdMy (n = 50)

MP (n = 43)

SMA (n = 16)

ALS (n = 27)

PNP (n = 22)

other (n = 16)

NND (n = 36)

 

48

3

3

1

0

1

0

 

2

40

0

0

0

0

0

 

0

0

11

0

1

1

0

 

0

0

0

22

2

0

0

 

0

0

1

1

19

1

1

 

0

0

0

0

0

13

0

 

0

0

1

3

0

0

35

PPV

0.87

0.95

0.85

0.92

0.83

1

0.90

NPV

0.98

0.98

0.97

0.97

0.98

0.98

0.99