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Table 2 Objective 1: 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 
1411186/15/2logsig/logsig/softmax90.76%
243244/10/2logsig/logsig/softmax92.98%
3433232/82/7/2logsig/logsig/logsig/softmax95.95%
461222/25/2logsig/logsig/softmax93.78%
562246/12/2logsig/logsig/softmax91.58%
67345/114/21/2satlins/tansig/logsig/softmax96.85%
  1. The output layer configuration was preliminarily fixed with two neurons and softmax as activation function