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Table 6 Artificial neural network configuration

From: A neural network for glomerulus classification based on histological images of kidney biopsy

Parameter name

Value

# input

95

Topology

[27*, 1]

Activation functions

[tansig, softmax]

Loss function

Cross-entropy

Backpropagation algorithm

Scaled conjugate gradient

Early stop criterion

Validation fail*

Cross-validation method

k-fold (k = 10)

  1. *An in-depth explanation about the neurons number choice and early stop criterion is reported in Section Glomeruli Classification
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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