Conference Paper
Decision Support System for Alarm Correlation in GSM Networks Based on Artificial Neural Networks
Table 3
Training experiments.
| Number | Type of Network | Inputs | Outputs | Training Alg. | Hidden layer | Hidden neurons |
| 1 | Feed-Forward | 10 | 10 | Trainlm | 1 | 10 | 2 | Feed-Forward | 10 | 10 | Trainscg | 1 | 10 | 3 | Feed-Forward | 10 | 10 | Trainrp | 1 | 10 | 4 | Feed-Forward | 10 | 10 | Trainlm | 1 | 20 | 5 | Feed-Forward | 10 | 10 | Trainscg | 1 | 20 | 6 | Feed-Forward | 10 | 10 | Trainrp | 1 | 20 | 7 | Feed-Forward | 10 | 10 | Trainlm | 2 | 10 | 8 | Feed-Forward | 10 | 10 | Trainscg | 2 | 10 | 9 | Feed-Forward | 10 | 10 | Trainrp | 2 | 10 | 10 | Feed-Forward | 10 | 10 | Trainlm | 2 | 20 | 11 | Feed-Forward | 10 | 10 | Trainscg | 2 | 20 | 12 | Feed-Forward | 10 | 10 | Trainrp | 2 | 20 | 13 | Cascade-Forward | 10 | 10 | Trainlm | 1 | 10 | 14 | Cascade-Forward | 10 | 10 | Trainscg | 1 | 10 | 15 | Cascade-Forward | 10 | 10 | Trainrp | 1 | 10 | 16 | Cascade-Forward | 10 | 10 | Trainlm | 1 | 20 | 17 | Cascade-Forward | 10 | 10 | Trainscg | 1 | 20 | 18 | Cascade-Forward | 10 | 10 | Trainrp | 1 | 20 | 19 | Cascade-Forward | 10 | 10 | Trainlm | 2 | 10 | 20 | Cascade-Forward | 10 | 10 | Trainscg | 2 | 10 | 21 | Cascade-Forward | 10 | 10 | Trainrp | 2 | 10 | 22 | Cascade-Forward | 10 | 10 | Trainlm | 2 | 20 | 23 | Cascade-Forward | 10 | 10 | Trainscg | 2 | 20 | 24 | Cascade-Forward | 10 | 10 | Trainrp | 2 | 20 |
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