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] |