Table 5.
Descriptive values of the receiver operating characteristic curves for the five classification models.
Classification model
AUC
*
[95% CI]
Sensitivity [95% CI]
Specificity [95% CI]
Accuracy [95% CI]
YI
†
Coaches’ eye model
.82 [.74; .90]
.95 [.75; 1.00]
.66 [.47; .81]
.71 [.56; .82]
.61
Motor performance model
.71 [.58; .84]
.70 [.35; .95]
.73 [.40; .96]
.73 [.53; .89]
.43
Multidimensional model
.85 [.76; .94]
.85 [.60; 1.00]
.82 [.57; .98]
.82 [.63; .93]
.67
Coaches’ eye and motor performance model
.88 [.81; .95]
.95 [.70; 1.00]
.71 [.56; .96]
.75 [.63; .93]
.66
Holistic model
.93 [.87; .98]
.90 [.75; 1.00]
.87 [.70; .99]
.88 [.72; .96]
.77
*Area under the curve,
† Youden Index