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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