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. 2018 Oct 31;13(10):e0205818. doi: 10.1371/journal.pone.0205818

Table 3. Results for group 1 v group 2 balanced data set (Best Average Test Performance = 61.5% and Best Average Test Error = 11.6% with a combination of seven variables) and group 1 v group 2 model variables as means and standard deviations for player groupings.

Rank Variable Average Test Performance (%) Average Test Error (%) Group 1 Means and Standard Deviations Group 2 Means and Standard Deviations
1 % Unsuccessful Headers (Lower Quartile) 54.2 12.3 44.2 ± 14.5 40.7 ± 16.6
2 Number of Possessions (Median) 56.3 12.2 44.3 ± 8.8 46.4 ± 8.2
3 Interceptions (Mean) 56.3 12.2 14.3 ± 7.9 14.0 ± 8.5
4 Total Blocked Shots (Maximum) 55.2 12.2 1.5 ± 1.0 1.5 ± 1.1
5 Total Goals 55.2 12.0 2.6 ± 3.4 4.6 ± 5.2
6 Crosses (Upper Quartile) 59.4 11.6 2.1 ± 1.9 2.2 ± 2.0
7 Total Blocked Shots (Mean) 61.5 11.6 0.4 ± 0.4 0.3 ± 0.3
8 First Time Passes Successful (Upper Quartile) 60.4 11.6 7.6 ± 3.5 8.2 ± 3.5
9 % Successful Headers (Lower Quartile) 59.4 11.6 30.7 ± 14.0 30.9 ± 14.5
10 Average Touches (Maximum) 60.4 11.6 2.4 ± 0.9 2.4 ± 0.6