Table 6

Results for the modern elastic net (ENET) for zero-inflated Poisson (ZIP) penalty method and traditional ZIP method

Modern ENET for ZIP penalty method (n=13)
Variable selection of count part
Predictor name
Traditional ZIP method (n=11)
Variable selection of count part
Predictor name
Weight
Sum of 4 sites skinfold thicknessSum of 4 sites skinfold thickness
Time in activityTime in activity
TrainingMatch
ConditioningGrass
Artificial turf 3GArtificial turf 3G
Previous injuriesPrevious injuries
Acute:chronic workload ratioCumulative no of injuries
Total time match-play (3G)Total time match-play (3G)
Total time trained (grass)Total time trained (grass)
Total time (futsal)Total time (futsal)
Total time (conditioning)Total time (conditioning)
Yo-Yo fitness score
Modern ENET for ZIP penalty method (n=2)
Variable selection of zero part
Predictor name
Traditional ZIP method (n=5)
Variable selection of zero part
Predictor name
MatchSum of 4 sites skinfold thickness
In-season injuriesSandastro
Previous injuries
Cumulative no of injuries
Total time (conditioning)