Mobile and Wireless Technology 2018 by Kuinam J. Kim & Hyuncheol Kim

Author:Kuinam J. Kim & Hyuncheol Kim
Language: eng
Format: epub
ISBN: 9789811310591
Publisher: Springer Singapore

The training results of 15 cases in the SOM meet expectations. The data is classified to three correct groups. From case 1 to case 5, data is classified to cluster 1. From case 6 to case 10, data is classified to cluster 2. From case 11 to case 15, data is classified to cluster 3. The results of SOM are shown in Table 1. The 1 represented in the cluster and the 0 represents not in the cluster. After training, another 15 randomized test data are generated and use the already trained SOM neural network to help classify. And test data input can be classified as shown in Table 2. There are two data classified into wrong group. The precision rate is 13/15.Table 1The results of SOM for three groups in training phase

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