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