Research Article
Predictive Modeling in Race Walking
Table 1
The variables and their basic statistics.
| | Variable | Description | | | | SD | [%] |
| | Result over 3 km [s] | 936.9 | 780 | 1155 | 78.4 | 8.4 | | General preparation phase | — | — | — | — | — | | Special preparation phase | — | — | — | — | — | | Starting phase | — | — | — | — | — | | Competitor’s gender | — | — | — | — | — | | Competitor’s age [years] | 18.9 | 14 | 24 | 3.0 | 15.6 | | BMI (body mass index) [kg/m2] | 19.3 | 16.4 | 22.1 | 1.7 | 8.7 | | Current result over 3 km [s] | 962.6 | 795 | 1210 | 87.7 | 9.1 | | Overall running endurance [km] | 30.9 | 0 | 56 | 10.6 | 34.4 | | Overall walking endurance in the 1st intensity range [km] | 224.6 | 57 | 440 | 96.1 | 42.8 | | Overall walking endurance in the 2nd intensity range [km] | 53.2 | 0 | 120 | 34.6 | 65.1 | | Overall walking endurance in the 3rd intensity range [km] | 7.9 | 0 | 30 | 9.4 | 119.7 | | Short tempo endurance [km] | 8.9 | 0 | 24 | 5 | 56.0 | | Medium tempo endurance [km] | 8.3 | 0 | 32.4 | 8.6 | 103.2 | | Long tempo endurance [km] | 12.9 | 0 | 56 | 16.1 | 125.0 | | Exercises forming technique (rhythm) of walking [km] | 4.4 | 0 | 12 | 4.2 | 96.0 | | Exercises forming muscle strength [min] | 90.2 | 0 | 360 | 104.8 | 116.3 | | Exercises forming general fitness [min] | 522.0 | 120 | 720 | 109.9 | 21.0 | | Universal exercises (warm up) [min] | 317.3 | 150 | 420 | 72.5 | 22.8 |
|
|
