iddaai-be/ai-engine/models/v27/v27_feature_importance.csv

1	feature	importance
2	elo_diff	53432.7142560482
3	form_elo_diff	18292.591957569122
4	league_zero_goal_rate	12051.094537258148
5	home_avg_possession	10697.8805205822
6	league_avg_goals	9966.535993814468
7	home_home_elo	9413.749160051346
8	home_avg_shots_on_target	9224.094612121582
9	away_avg_possession	9000.678180932999
10	away_overall_elo	8931.0359852314
11	away_away_elo	8706.092560768127
12	away_avg_shots_on_target	8604.977019071579
13	home_shot_conversion	8132.601410150528
14	mst_utc	7753.055005311966
15	home_form_elo	7741.581079244614
16	home_overall_elo	7505.358977794647
17	away_shot_conversion	7395.852544546127
18	home_momentum_score	6919.510271787643
19	away_momentum_score	6735.586140155792
20	away_form_elo	6666.001588344574
21	momentum_diff	6153.129729270935
22	home_conceded_avg	6057.355793476105
23	away_goals_avg	5786.6727023124695
24	home_goals_avg	5578.407870054245
25	away_conceded_avg	5390.642956972122
26	h2h_avg_goals	2773.622985124588
27	upset_potential	2514.9942483901978
28	h2h_home_win_rate	2294.2361340522766
29	h2h_draw_rate	2289.916918992996
30	away_xga	1799.381638288498
31	home_xga	1677.825749874115
32	h2h_total_matches	1582.4059388637543
33	away_unbeaten_streak	1362.1424307823181
34	home_scoring_rate	1311.8162519931793
35	h2h_btts_rate	1311.6885483264923
36	away_scoring_rate	1230.6326246261597
37	home_clean_sheet_rate	1225.2984809875488
38	away_clean_sheet_rate	1224.717898607254
39	home_unbeaten_streak	1203.53671169281
40	h2h_over25_rate	1174.4284386634827
41	away_winning_streak	1110.759458065033
42	home_winning_streak	935.4682683944702
43	upset_atmosphere	221.20963144302368
44	home_avg_corners	23.363860368728638
45	away_avg_corners	0.0