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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