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