Upload models/eeg_deep_analysis/feature_importance.csv with huggingface_hub

models/eeg_deep_analysis/feature_importance.csv

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+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