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Development of a Hemodialysis Data Collection and Clinical Information System and Establishment of an Intradialytic Blood Pressure/Pulse Rate Predictive Model
Journal of Artificial Intelligence and Big Data
| Vol 5, Issue 2
Table 8. Summary of best performances for BP/PRprediction taskusing different optimizers in ANN models (based on MAE).
| Optimizer | Training loss | Validation loss | Test loss |
| Adam | 9.56 | 11.17 | 11.56 |
| RMSprop | 8.83 | 12.33 | 11.84 |
| Adadelta | 10.04 | 14.22 | 13.20 |
| Adagrad | 10.13 | 16.53 | 15.11 |
| Adamax | 8.71 | 12.38 | 13.00 |
| Nadam | 8.44 | 11.45 | 11.69 |