ACCURACY: 0.5961873638344226
CLASSES:
- 0
- 313
- 315
- 512
- 549
- 623
- 698
- 703
- 997
- 1065
- 1089
- 1097
- 2000
FEATURES:
- rms_lf
- psd_lfp
- psd_delta
- psd_theta
- psd_alpha
- psd_beta
- psd_gamma
- psd_residual_lfp
- psd_residual_delta
- psd_residual_theta
- psd_residual_alpha
- psd_residual_beta
- psd_residual_gamma
- aperiodic_offset
- aperiodic_exponent
- decay_fit_error
- decay_fit_r_squared
- decay_n_peaks
- rms_lf_csd
- psd_delta_csd
- psd_theta_csd
- psd_alpha_csd
- psd_beta_csd
- psd_gamma_csd
- psd_lfp_csd
- rms_lf_csd_diff1
- psd_delta_csd_diff1
- psd_theta_csd_diff1
- psd_alpha_csd_diff1
- psd_beta_csd_diff1
- psd_gamma_csd_diff1
- psd_lfp_csd_diff1
- rms_ap
- cor_ratio
- channel_labels
- alpha_mean
- alpha_std
- depolarisation_slope
- peak_time_secs
- peak_val
- polarity
- recovery_slope
- recovery_time_secs
- repolarisation_slope
- spike_count
- tip_time_secs
- tip_val
- trough_time_secs
- trough_val
- outside
MODEL_CLASS: xgboost.sklearn.XGBClassifier
RANDOM_SEED: 12345
REGION_MAP: Cosmos
TRAINING:
  hash_testing: null
  hash_training: 8ca9ba837f320718e6bb9c6daaca680f110f503748404124ad9d221803083d92
  testing_size: 0
  training_size: 765
VINTAGE: 2026_W32