feature,importance,importance_pct
rank_predicted_rounds,2126,6.86
amount_mean_20d,1476,4.76
price_cv,1376,4.44
range_compression_20d,1165,3.76
atr_pct,1105,3.56
drawdown_60d,1090,3.52
volume_ratio,1030,3.32
amount_trend_20d,998,3.22
price_entropy,888,2.86
rebound_from_low_60d,872,2.81
ma20_deviation_pct,868,2.8
obv_slope,842,2.72
trend_slope_60d,827,2.67
wick_ratio_20d,800,2.58
ma20_ma60_gap_pct,768,2.48
amplitude_cv,767,2.47
dist_to_grid_lower,757,2.44
range_position_60d,747,2.41
amp_cv_x_entropy,714,2.3
bb_width,699,2.25
ma60_deviation_pct,691,2.23
volatility_20d,680,2.19
volume_cv_20d,657,2.12
intraday_trend_strength,650,2.1
avg_daily_amp,643,2.07
dist_to_grid_upper,629,2.03
trend_slope_20d,626,2.02
amp_x_grid_vol,551,1.78
amount_cv_20d,550,1.77
grid_room_balance,537,1.73
trend_abs_slope_20d,504,1.63
grid_touch_count_60d,480,1.55
cross_freq_x_bb,399,1.29
amp_x_grid,383,1.24
near_grid_line_ratio_20d,277,0.89
close_reversal_count_20d,267,0.86
high_amp_days,250,0.81
turnover_proxy_20d,243,0.78
ln_float_mv,235,0.76
low_volume_days_20d,228,0.74
mv_vol_interact,223,0.72
small_cap_premium,218,0.7
grid_touch_count_20d,218,0.7
up_days_20d,218,0.7
down_days_20d,209,0.67
near_upper_boundary_risk,165,0.53
trend_consistency_20d,105,0.34
near_lower_boundary_risk,87,0.28
cross_freq_20d,86,0.28
rolling_grid_ratio_20d,64,0.21
usable_grid_count_lower,6,0.02
usable_grid_count_upper,6,0.02
grid_cross_density_20d,0,0.0