feature,importance
elo_diff,53432.7142560482
form_elo_diff,18292.591957569122
league_zero_goal_rate,12051.094537258148
home_avg_possession,10697.8805205822
league_avg_goals,9966.535993814468
home_home_elo,9413.749160051346
home_avg_shots_on_target,9224.094612121582
away_avg_possession,9000.678180932999
away_overall_elo,8931.0359852314
away_away_elo,8706.092560768127
away_avg_shots_on_target,8604.977019071579
home_shot_conversion,8132.601410150528
mst_utc,7753.055005311966
home_form_elo,7741.581079244614
home_overall_elo,7505.358977794647
away_shot_conversion,7395.852544546127
home_momentum_score,6919.510271787643
away_momentum_score,6735.586140155792
away_form_elo,6666.001588344574
momentum_diff,6153.129729270935
home_conceded_avg,6057.355793476105
away_goals_avg,5786.6727023124695
home_goals_avg,5578.407870054245
away_conceded_avg,5390.642956972122
h2h_avg_goals,2773.622985124588
upset_potential,2514.9942483901978
h2h_home_win_rate,2294.2361340522766
h2h_draw_rate,2289.916918992996
away_xga,1799.381638288498
home_xga,1677.825749874115
h2h_total_matches,1582.4059388637543
away_unbeaten_streak,1362.1424307823181
home_scoring_rate,1311.8162519931793
h2h_btts_rate,1311.6885483264923
away_scoring_rate,1230.6326246261597
home_clean_sheet_rate,1225.2984809875488
away_clean_sheet_rate,1224.717898607254
home_unbeaten_streak,1203.53671169281
h2h_over25_rate,1174.4284386634827
away_winning_streak,1110.759458065033
home_winning_streak,935.4682683944702
upset_atmosphere,221.20963144302368
home_avg_corners,23.363860368728638
away_avg_corners,0.0