Paper Data
Dataset Statistics:
Mbp:
max 138.833333333
min 58.911
SBP:
max 179.92
min 74.185
DBP:
max 128.77
min 50.022
Class range:
- MBP: from 60 to 130
- 698 1504 1268 841 425 191 85
DBP: from 50 to 130
1543 1350 1016 600 305 136 55 7
SBP: from 80 to 180
365 892 1112 954 705 463 283 135 68 35
RESULTS :
LSTM: 2:
- Testing SBP MAE in epoch 7: 15.6799168482
- Testing DBP MAE in epoch 7: 8.38938294418
- Testing MBP MAE in epoch 7: 9.98305292842
LSTM :3:
- Testing SBP MAE in epoch 9: 16.2047068751
- Testing DBP MAE in epoch 9: 11.8359459704
- Testing MBP MAE in epoch 9: 13.1976346737
LSTM: 4:
Testing SBP MAE in epoch 8: 13.5585321016
Testing DBP MAE in epoch 8: 8.8046232143
Testing MBP MAE in epoch 8: 9.83002408603
LSTM:5:
- Testing SBP MAE in epoch 9: 11.1683430331
- Testing DBP MAE in epoch 9: 6.61087193073
- Testing MBP MAE in epoch 9: 7.00098683951