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Table 10 Objective 2: results of the application of the MOGA algorithm on each of the six different feature datasets

From: Biometric handwriting analysis to support Parkinson’s Disease assessment and grading

CaseNumber of FeaturesWriting PatternANN TopologyAccuracy
   Number of NeuronsActivation Function 
141159/65/2/2logsig/logsig/logsig/softmax94.34%
2432138/18/1/2logsig/logsig/logsig/softmax87.26%
343365/36/7/2logsig/logsig/logsig/softmax91.86%
461123/2logsig/softmax96.00%
55267/24/2logsig/logsig/softmax86.71%
65317/2tansig/softmax91.66%
  1. The output layer configuration was preliminarily fixed with two neurons and softmax as activation function