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