Table 4.

Logistic regression model top 10 features estimated weights and odds ratio ordered by the absolute weight value.

Feature	Weight	Odds ratio
Ground duels	3.401654	30.013688
Ground duels lost	− 2.935787	0.053089
Unsuccessful crosses	− 2.722266	0.065726
Clearances	− 2.267617	0.103559
Shots off target	1.883792	6.578403
Shots	− 1.663560	0.189463
Fouls received	− 1.565999	0.208879
Shots on target	1.333649	3.794864
Interceptions	1.240091	3.455927
Crosses	1.183030	3.264250

Negative weights produce odds ratio smaller than one, which indicates that predicting class male becomes less likely.