Table 1 Prediction results
From: Prediction of high airway pressure using a non-linear autoregressive model of pulmonary mechanics
|
Predicted P > 40 cmH2O |
Predicted P < 40 cmH2O | |||
|---|---|---|---|---|
| NARX |
Measured P > 40 cmH2O |
TP [45, 43, 42] |
FN [0, 2, 1] |
Sensitivity [1.00, 0.96, 0.98] |
|
Measured P < 40 cmH2O |
FP [3, 3, 5] |
TN [54, 36, 24] |
Specificity [0.95, 0.88, 0.89] | |
| FOM(I) |
Measured P > 40 cmH2O |
TP [31, 30, 29] |
FN [14, 14, 15] |
Sensitivity [0.69, 0.67, 0.67] |
|
Measured P < 40 cmH2O |
FP [0, 0, 1] |
TN [57, 41, 26] |
Specificity [1.00, 1.00, 0.96] | |
| FOM(II) |
Measured P > 40 cmH2O |
TP [39, 38, 32] |
FN [6, 7, 11] |
Sensitivity [0.87, 0.84, 0.74] |
|
Measured P < 40 cmH2O |
FP [0, 0, 1] |
TN [57, 41, 26] |
Specificity [1.00, 1.00, 0.96] |