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Table 4 The input relevance value referred to each independent marker (in bold).

From: Artificial neural networks allow the use of simultaneous measurements of Alzheimer Disease markers for early detection of the disease

     

Input

relevance

values

ANN model

Sensitivity

Specificity

Mean Accuracy

No. errors

APP

BACE

ADAM

SelfDASn

94,74%

100,00%

97,37%

1/32

0,4155

0,3001

0,2845

TasmDASn

94,74%

100,00%

97,37%

1/32

0,2528

0,2445

0,5026

SelfDABm

94,44%

100,00%

97,22%

1/30

0,2802

0,4074

0,3124

SelfDABp

94,44%

100,00%

97,22%

1/30

0,2084

0,4285

0,3631

SelfDASn

94,44%

100,00%

97,22%

1/30

0,3653

0,2598

0,3749

SelfSABm

94,44%

100,00%

97,22%

1/30

0,2769

0,4273

0,2958

SelfSASn

94,44%

100,00%

97,22%

1/30

0,3577

0,2486

0,3937