feature,importance,importance_pct
dist_to_grid_upper,1319,4.38
dist_to_grid_lower,1282,4.26
price_cv,1231,4.09
amount_mean_20d,1198,3.98
range_compression_20d,1047,3.48
rebound_from_low_60d,1019,3.38
drawdown_60d,981,3.26
ma20_deviation_pct,915,3.04
grid_touch_count_60d,907,3.01
volume_ratio,903,3.0
price_entropy,877,2.91
avg_daily_amp,857,2.85
atr_pct,781,2.59
wick_ratio_20d,780,2.59
cross_freq_x_bb,743,2.47
trend_slope_60d,743,2.47
amount_trend_20d,741,2.46
range_position_60d,735,2.44
obv_slope,731,2.43
volatility_20d,707,2.35
volume_cv_20d,697,2.32
amplitude_cv,673,2.24
intraday_trend_strength,669,2.22
amp_cv_x_entropy,661,2.2
ma60_deviation_pct,655,2.18
ma20_ma60_gap_pct,650,2.16
grid_room_balance,630,2.09
bb_width,629,2.09
amount_cv_20d,598,1.99
amp_x_grid_vol,588,1.95
trend_slope_20d,568,1.89
amp_x_grid,499,1.66
trend_abs_slope_20d,448,1.49
close_reversal_count_20d,395,1.31
near_upper_boundary_risk,366,1.22
grid_touch_count_20d,335,1.11
near_grid_line_ratio_20d,293,0.97
low_volume_days_20d,274,0.91
turnover_proxy_20d,250,0.83
rolling_grid_ratio_20d,248,0.82
cross_freq_20d,206,0.68
mv_vol_interact,190,0.63
down_days_20d,180,0.6
high_amp_days,172,0.57
up_days_20d,165,0.55
small_cap_premium,164,0.54
ln_float_mv,162,0.54
near_lower_boundary_risk,114,0.38
trend_consistency_20d,103,0.34
usable_grid_count_lower,13,0.04
usable_grid_count_upper,12,0.04
grid_cross_density_20d,0,0.0