Table 4 GBM results for xGA vs normalized KPIs.

From: Context is key: normalization as a novel approach to sport specific preprocessing of KPI’s for match analysis in soccer

Variable

Relative importance

Scaled importance

Percentage (%)

NormBlocks

72,164.851

1

65.8

NormTkl + Int

37,500.191

0.520

34.2