Table 4. Significance, calibration, and model fit values from the five binary logistic regression classification models.
Classification model |
Omnibus tests of model coefficients |
Hosmer-Lemeshow test |
Model fit |
χ2 |
df |
p |
χ2 |
df |
p |
Nagelkerkes R2 |
Coaches’ eye model |
23.63 |
1 |
<.01 |
3.42 |
7 |
.84 |
.31 |
Motor performance model |
10.19 |
2 |
<.01 |
2.81 |
8 |
.95 |
.14 |
Multidimensional model |
25.47 |
6 |
<.01 |
5.09 |
8 |
.75 |
.33 |
Coaches’ eye and
motor performance model |
37.02 |
3 |
<.01 |
7.34 |
8 |
.50 |
.45 |
Holistic model |
47.46 |
7 |
<.01 |
5.00 |
8 |
.76 |
.55 |