| \n | feature | \nimportance_split | \nimportance_gain | \nimportance_score | \n
|---|---|---|---|---|
| 39 | \nnum_peaks_10 | \n124.380000 | \n11142.445729 | \n14.141858 | \n
| 46 | \nstd_0_to_10 | \n59.386667 | \n5513.237706 | \n12.698977 | \n
| 25 | \nfft_100_roll_std_70 | \n50.166667 | \n2962.522994 | \n11.909147 | \n
| 2 | \nabs_q01 | \n62.826667 | \n1380.762242 | \n11.370771 | \n
| 38 | \nnum_crossings | \n40.346667 | \n1840.831991 | \n11.215482 | \n
| 42 | \nq05_roll_std_1000 | \n79.786667 | \n783.284671 | \n11.042853 | \n
| 21 | \nenergy_spectra_norm_89306hz_denoised | \n107.846667 | \n305.105536 | \n10.401368 | \n
| 37 | \nmed | \n85.746667 | \n330.574384 | \n10.252229 | \n
| 27 | \nfft_min_roll_mean_100 | \n93.186667 | \n282.142189 | \n10.177016 | \n
| 12 | \nenergy_spectra_norm_109306hz | \n93.933333 | \n273.770916 | \n10.154877 | \n
| \n | feature | \nimportance_split | \nimportance_gain | \nimportance_score | \nimportance_split_all | \nimportance_gain_all | \nimportance_score_all | \nscore_change | \n
|---|---|---|---|---|---|---|---|---|
| 48 | \nmad | \n0.000000 | \n0.000000 | \n0.000000 | \n0.349385 | \n0.057524 | \n0.433866 | \n0.433866 | \n
| 2 | \nfft_100_roll_std_70 | \n0.239462 | \n0.259347 | \n0.643683 | \n0.527772 | \n0.393503 | \n0.776562 | \n0.132879 | \n
| 4 | \nnum_crossings | \n0.138826 | \n0.157784 | \n0.532982 | \n0.511163 | \n0.198656 | \n0.660208 | \n0.127226 | \n
| 1 | \nstd_0_to_10 | \n0.333948 | \n0.490302 | \n0.769732 | \n0.668195 | \n0.611587 | \n0.873162 | \n0.103431 | \n
| 14 | \nfft_100_roll_std_20 | \n0.245337 | \n0.026901 | \n0.324076 | \n0.557970 | \n0.036070 | \n0.405165 | \n0.081089 | \n
| 28 | \nstd_neg_2_to_2 | \n0.376922 | \n0.007821 | \n0.238554 | \n0.578893 | \n0.011807 | \n0.274132 | \n0.035578 | \n
| 3 | \nabs_q01 | \n0.369201 | \n0.116127 | \n0.557764 | \n0.746711 | \n0.096579 | \n0.580631 | \n0.022867 | \n
| 40 | \nq95_roll_mean_100 | \n0.250256 | \n0.008033 | \n0.206069 | \n0.384545 | \n0.010053 | \n0.223853 | \n0.017784 | \n
| 7 | \nmed | \n0.604086 | \n0.021037 | \n0.379257 | \n0.846851 | \n0.021627 | \n0.380321 | \n0.001063 | \n
| 0 | \nnum_peaks_10 | \n1.000000 | \n1.000000 | \n1.000000 | \n1.000000 | \n1.000000 | \n1.000000 | \n0.000000 | \n