From: A decision support system to determine optimal ventilator settings
Learning Alg./Output parameters | Mean± s | |||
---|---|---|---|---|
Frequency | Tidal volume | FiO2 | PS/VS | |
Bayesian regulation | 90.474 ±0.956 | 88.733 ±0.867 | 89.608 ±1.002 | 93.644 ±0.756 |
One step secant | 89.575 ±1.235 | 87.759 ±1.821 | 90.187 ±1.403 | 90.094 ±1.006 |
BFGS quasi-newton | 82.563 ±0.997 | 75.775 ±1.945 | 76.626 ±1.874 | 82.113 ±1.187 |
Cyclical order weight/bias training | 65.292 ±2.118 | 71.315 ±2.145 | 72.002 ±2.308 | 91.337 ±0.863 |
Sequential order weight/bias training | 100 ±0 | 99.796 ±0.014 | 99.515 ±0.025 | 85.129 ±1.571 |