Practical Applications of Data Mining

242 Chapter 6 Neural Networks

In the next two examples that follow, the learning and recall processes

of BPNN are applied to demonstrate the transformation process of the net-

work to produce the output data.

6.7.3 Example I 

In this example, the data classification problem is presented with a description

of how to use the attribute data in the learning process. The table in Figure 6.10

consists of four columns with four entries, which constitute the training dataset.

The first column is used for the purpose of identifying data items, while the last

column contains the corresponding desired outputs with a value of either 0 or 1.

The initial ...