Table 3.
Results and quality measures for BM and MM.
| S# | M | N | p0 | τa, τp | τf, τn | ka, κp | kf, κn | γ | δ | r2 | r2Adj | Cp | PCI |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | BM | 38 | 94.2 | 45 | 17 | 0.01 | 0.03 | 0.42 | 0.32 | 4.12 | 16 | ||
| MM | 38 | 94.2 | 56 | 7 | 0.04 | 0.08 | 6 | 0.1 | 0.48 | 0.36 | 3.74 | 18 | |
| 2 | BM | 57 | 95.4 | 40 | 10 | 0.03 | 0.08 | 0.30 | 0.24 | 1.52 | 22 | ||
| MM | 57 | 94.2 | 24 | 23 | 0.78 | 0.74 | 1 | 10 | 0.32 | 0.21 | 1.60 | 29 | |
| 3 | BM | 62 | 96.2 | 56 | 14 | 0.01 | 0.03 | 0.47 | 0.45 | 2.33 | 18 | ||
| MM | 62 | 97.1 | 37 | 30 | 0.43 | 0.67 | 6.9 | 0.4 | 0.54 | 0.48 | 2.28 | 24 | |
| 4 | BM | 41 | 97.3 | 45 | 28 | 0.01 | 0.02 | 0.39 | 0.32 | 3.24 | 21 | ||
| MM | 41 | 99.1 | 39 | 21 | 0.22 | 0.42 | 0.1 | 1.2 | 0.57 | 0.48 | 2.76 | 31 | |
| 5 | BM | 51 | 93.3 | 55 | 14 | 0.02 | 0.09 | 0.52 | 0.48 | 1.69 | 17 | ||
| MM | 51 | 95.4 | 54 | 14 | 0.06 | 0.24 | 1.2 | 1.6 | 0.58 | 0.51 | 1.66 | 31 | |
| 6 | BM | 52 | 90.3 | 45 | 18 | 0.01 | 0.06 | 0.53 | 0.49 | 1.92 | 24 | ||
| MM | 52 | 89.1 | 40 | 18 | 0.43 | 0.67 | 0.9 | 4.3 | 0.57 | 0.51 | 2.02 | 24 | |
| 7 | BM | 41 | 91.5 | 61 | 33 | 0.01 | 0.07 | 0.34 | 0.23 | 1.93 | 23 | ||
| MM | 41 | 90.1 | 56 | 11 | 0.44 | 0.11 | 0.4 | 5.1 | 0.55 | 0.44 | 1.91 | 23 | |
|
| |||||||||||||
| M | BM | 48.7 | 94.0 | 49.6 | 19.1 | 0.01 | 0.05 | 0.42 | 0.36 | 2.39 | 20.1 | ||
| SD | 9.1 | 2.5 | 7.7 | 8.3 | 0.01 | 0.03 | 0.1 | 0.1 | 0.95 | 3.1 | |||
|
| |||||||||||||
| M | MM | 48.7 | 94.2 | 43.7 | 17.7 | 0.34 | 0.42 | 2.36 | 3.24 | 0.52 | 0.43 | 2.28 | 25.7 |
| SD | 9.1 | 3.6 | 12.1 | 7.8 | 0.26 | 0.28 | 2.83 | 3.54 | 0.1 | 0.1 | 0.75 | 4.8 | |
S#, subject number; M model; BM, Banister model; MM, modified model; N, number of performances; p0 basic performance level; τa, τp, decay time constant for the positive performance component for the BM and MM, respectively (days); τf, τn, decay time constant for the negative performance component for the BM and MM, respectively (days); ka, kf, multiplying factors for the positive and negative component of training, respectively (a.u.); κp, κn, saturation threshold values for the positive and negative component of training, respectively (a.u.); γ time to reach threshold (a.u.); δ, sensitivity to training load (a.u.); r2 coefficient of determination; r2Adj adjusted coefficient of determination (the relationships between training and performance were significant (P <0.01) for the two models in all subjects); Cp, Mallow’s Cp score. PCI, number of actual performances included in the 95% CI of the estimated performances.