| feature,importance |
| mmse,0.513461065423412 |
| Fp1_zcr,0.03661891217057913 |
| gamma_degree_entropy,0.023962383976372677 |
| C3_kurtosis,0.022642463976815772 |
| T3_hjorth_mobility,0.02189144262371544 |
| Fp1_line_length,0.02060826223929995 |
| P3_line_length,0.01891444086511724 |
| F7_spectral_entropy,0.018025748689665298 |
| P3_zcr,0.015082407710874941 |
| F7_kurtosis,0.01394877761023109 |
| T5_hfd,0.01314070118067631 |
| Fp2_theta_alpha_ratio,0.012702918278199922 |
| O1_zcr,0.012452221459093988 |
| Pz_zcr,0.010678478674552315 |
| T3_hjorth_activity,0.01046193553546228 |
| T3_zcr,0.008458042106068254 |
| theta_char_path_length,0.008356633116026174 |
| age,0.008027598656330693 |
| theta_small_worldness,0.00790253260370349 |
| Fz_theta_alpha_ratio,0.007563195108564493 |
| C3_zcr,0.0069133623601818385 |
| Fp2_std,0.006861877310073093 |
| O2_peak_alpha_freq,0.006777735113787149 |
| P4_kurtosis,0.006631930383496118 |
| O1_alpha_rel,0.006402668665544487 |
| T3_gamma_rel,0.006064613779638756 |
| T5_alpha_rel,0.005700264634235657 |
| theta_std_coh,0.005652702978109035 |
| gamma_clustering_coeff,0.005382431122741526 |
| P4_env_std,0.005078205978990981 |
| O1_peak_alpha_freq,0.004953516266903206 |
| C4_hjorth_activity,0.00480788711206146 |
| T6_alpha_rel,0.004807638157880813 |
| F7_theta_alpha_ratio,0.0046856281955425525 |
| theta_coh_q25,0.004656315661439391 |
| gamma_modularity_approx,0.0044845408009914255 |
| beta_modularity_approx,0.004018714305113444 |
| O1_delta_alpha_ratio,0.003696810198026918 |
| O1_delta_rel,0.0036326116152952726 |
| theta_coh_q75,0.003481361050723864 |
| Fp2_rms,0.003458931687839396 |
| gamma_hub_score_std,0.003384503243022899 |
| T5_env_std,0.003364150003096367 |
| alpha_global_efficiency,0.0032681002749641364 |
| O2_zcr,0.0032275036981715115 |
| theta_coh_median,0.003203646844103987 |
| beta_coh_median,0.0030791401428559378 |
| O1_theta_alpha_ratio,0.002917206765841183 |
| Fp1_delta_alpha_ratio,0.0028810973123278125 |
| Fp2_delta_alpha_ratio,0.0027921695994009136 |
| Cz_kurtosis,0.0027304849959107706 |
| beta_char_path_length,0.0026662921656817563 |
| P4_zcr,0.0023491669131810527 |
| P3_alpha_rel,0.002319937478902463 |
| P4_hjorth_activity,0.0022520863551546526 |
| T6_theta_alpha_ratio,0.0021938956250748026 |
| Fp2_env_std,0.002165053976464355 |
| theta_mean_coh,0.002122174196019067 |
| O2_alpha_rel,0.0020956069451260767 |
| T5_kurtosis,0.002087397798314225 |
| gender,0.002066650965763107 |
| P3_peak_alpha_freq,0.0019568576646587423 |
| alpha_modularity_approx,0.0018859412713256164 |
| Fz_alpha_rel,0.0018522571647229381 |
| alpha_clustering_coeff,0.0017738136484779575 |
| alpha_coh_median,0.0017531338517654265 |
| F8_theta_alpha_ratio,0.0017305481202129216 |
| beta_hub_score_std,0.0016426267262975103 |
| F3_theta_alpha_ratio,0.001604126265179992 |
| Fz_peak_alpha_freq,0.001499670032945202 |
| F8_kurtosis,0.0014193246562319757 |
| Cz_zcr,0.0012778837153255014 |
| T3_kurtosis,0.0012537527559773887 |
| P3_std,0.0011832191023017744 |
| C3_hfd,0.001125945787559737 |
| beta_small_worldness,0.0010044491080010817 |
| Fp1_kurtosis,0.0009814814740968518 |
| beta_degree_entropy,0.0007919698484905866 |
| Pz_peak_alpha_freq,0.0006750887452277749 |
| alpha_assortativity_approx,0.0006473482460374266 |
| Fz_rms,0.0006159805319955762 |
| theta_clustering_coeff,0.0005620278039537141 |
| T5_zcr,0.0005192425662847298 |
| T5_theta_alpha_ratio,0.0004937922719915809 |
| Cz_hjorth_activity,0.0004915831538434279 |
| Fz_hjorth_activity,0.0004903047001809466 |
| P3_theta_alpha_ratio,0.00040452888728936283 |
| F4_kurtosis,0.0003655076714725129 |
| Fp2_peak_alpha_freq,0.00034574862181769623 |
| F3_kurtosis,0.0002945545547823109 |
| alpha_mean_coh,0.0002928528205469455 |
| T3_theta_alpha_ratio,0.0002553993002496209 |
| beta_coh_q75,0.0002544483391220766 |
| alpha_coh_q25,0.00024147295984559584 |
| beta_mean_coh,0.00018146244435148838 |
| alpha_char_path_length,0.0001767737957579624 |
| F8_peak_alpha_freq,0.00013733168499711023 |
| P4_std,0.00013639629345295136 |
| Fp2_hjorth_activity,0.00012968809012252184 |
| O2_theta_alpha_ratio,0.00011513474110449812 |
| Pz_alpha_rel,0.000113806376935315 |
| P3_hjorth_activity,0.00010672068221095824 |
| P3_kurtosis,0.0001030621504157747 |
| beta_coh_q25,9.875268583919421e-05 |
| T5_peak_alpha_freq,9.344205794469522e-05 |
| F3_peak_alpha_freq,7.846517647680356e-05 |
| O1_line_length,7.248689186744127e-05 |
| T6_peak_alpha_freq,7.076830708434386e-05 |
| Fz_kurtosis,7.035106119444244e-05 |
| Cz_peak_alpha_freq,6.870292162094329e-05 |
| C3_hjorth_activity,5.8001367370018455e-05 |
| Fz_std,4.5640344814486565e-05 |
| P4_peak_alpha_freq,4.524145625632114e-05 |
| Fz_env_std,4.3807108769508776e-05 |
| P4_rms,4.044608300303464e-05 |
| alpha_coh_q75,3.797089216840052e-05 |
| T3_peak_alpha_freq,3.572135694931488e-05 |
| F4_peak_alpha_freq,1.63809013675906e-05 |
| Fp1_peak_alpha_freq,1.1958285230632993e-05 |
| P3_rms,8.429791726844292e-06 |
|
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