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