Table 10.

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

Case	Number of Features	Writing Pattern	ANN Topology		Accuracy
			Number of Neurons	Activation Function
1	41	1	59/65/2/2	logsig/logsig/logsig/softmax	94.34%
2	43	2	138/18/1/2	logsig/logsig/logsig/softmax	87.26%
3	43	3	65/36/7/2	logsig/logsig/logsig/softmax	91.86%
4	6	1	123/2	logsig/softmax	96.00%
5	5	2	67/24/2	logsig/logsig/softmax	86.71%
6	5	3	17/2	tansig/softmax	91.66%

The output layer configuration was preliminarily fixed with two neurons and softmax as activation function