Development of a Hemodialysis Data Collection and Clinical Information System and Establishment of an Intradialytic Blood Pressure/Pulse Rate Predictive Model

Table 3.

Summary of best performances for BP/PRprediction taskusing different hiddenlayer numbers inANN models (based on MAE).

Number of Hidden layers Training loss Validation loss Test loss

2 7.52 12.65 13.26
4 7.27 12.04 12.57
6 9.84 11.90 11.37
7 12.64 13.10 13.26
8 10.51 12.05 11.47
10 9.54 11.17 11.56
12 11.89 12.73 13.42