Table 6 The dimensionless MRE (in %) for velocity predictions
From: Applications of machine learning for simulations of red blood cells in microfluidic devices
Training set | A50a | B177e | A50a | A50a |
|---|---|---|---|---|
Testing set | A50b | B177f | A50d | A50c |
No. of compared velocities | 309816 | 473154 | 706794 | 704769 |
MRE | 11.9 | 8.9 | 21.0 | 468.5 |
MRE for top 99.9% of results | 11.8 | 8.9 | 20.8 | 442.1 |
MRE for top 99% of results | 11.3 | 8.6 | 20.2 | 352.5 |
MRE for top 90% of results | 9.8 | 6.9 | 17.6 | 52.1 |
MRE for top 50% of results | 6.1 | 3.2 | 10.1 | 6.6 |