Table 2
Top 10 Most Important Variables (Random Forest)
| Feature (Encoded Category = Value) | Importance |
| Score _W2 | 0.0537 |
| Moment of the match_M10 | 0.0457 |
| Moment of the match_M30 | 0.0444 |
| Moment of the match_M40 | 0.0413 |
| Score _D | 0.0391 |
| Pressure on the ball_NOPR | 0.0373 |
| Action outcome_PROG | 0.0354 |
| Moment of the match_M20 | 0.0348 |
| Score _L2 | 0.0335 |
| Action outcome_POSS | 0.0326 |
| Note. Score: D = Draw, W1 = Win by 1, W2 = Win by 2+, L1 = Lose by 1, L2 = Lose by 2+; Moment of the match: M10 = 0-10 min, M20 = 10–20 min, M30 = 20–30 min, M40 = 30–40 min; Pressure on the ball: NOPR = No pressure, PRPL = Pressure to players, PRALL = Full pressure; Receiving technique: HAND = Hands, FOOT = Foot; Origin of the ball: PART = Partner, OPP = Opponent; Reception/Action zone: R1 and A1 (see Figure 1); Goalkeeper action: BOW = Bowling pass, SHORT = Short pass; Action outcome: POSS = Keep possession. | |
