Skip to main content

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]
  1. Brackets denote the classifications for the 2, 4, and 6 cmH2O prediction horizons