{
 "feature_names": [
  "Blue_mean",
  "Green_mean",
  "Red_mean",
  "NIR_mean",
  "SWIR1_mean",
  "SWIR2_mean",
  "Blue_std",
  "Green_std",
  "Red_std",
  "NIR_std",
  "SWIR1_std",
  "SWIR2_std",
  "NDVI_mean",
  "NDBI_mean",
  "UI_mean",
  "MNDWI_mean",
  "BSI_mean",
  "NDVI_std",
  "NDBI_std",
  "UI_std",
  "MNDWI_std",
  "BSI_std",
  "Blue_early_mean",
  "Green_early_mean",
  "Red_early_mean",
  "NIR_early_mean",
  "SWIR1_early_mean",
  "SWIR2_early_mean",
  "Blue_early_std",
  "Green_early_std",
  "Red_early_std",
  "NIR_early_std",
  "SWIR1_early_std",
  "SWIR2_early_std",
  "Blue_late_mean",
  "Green_late_mean",
  "Red_late_mean",
  "NIR_late_mean",
  "SWIR1_late_mean",
  "SWIR2_late_mean",
  "Blue_late_std",
  "Green_late_std",
  "Red_late_std",
  "NIR_late_std",
  "SWIR1_late_std",
  "SWIR2_late_std",
  "d_Blue_mean",
  "d_Green_mean",
  "d_Red_mean",
  "d_NIR_mean",
  "d_SWIR1_mean",
  "d_SWIR2_mean",
  "d_Blue_std",
  "d_Green_std",
  "d_Red_std",
  "d_NIR_std",
  "d_SWIR1_std",
  "d_SWIR2_std",
  "has_late_data",
  "sr_brightness_mean",
  "sr_brightness_std",
  "sr_brightness_early_mean",
  "sr_brightness_late_mean",
  "sr_brightness_late_minus_early",
  "sr_brightness_cv",
  "sr_brightness_early_std",
  "sr_brightness_late_std",
  "sr_brightness_slope_decade",
  "sr_brightness_min",
  "sr_brightness_max",
  "sr_brightness_tm_mean",
  "sr_brightness_oli_mean",
  "sr_brightness_oli_minus_tm",
  "sr_brightness_dec84_93_mean",
  "sr_brightness_dec94_03_mean",
  "sr_brightness_dec04_13_mean",
  "sr_brightness_dec14_24_mean",
  "sr_Blue_mean",
  "sr_Blue_std",
  "sr_Blue_early_mean",
  "sr_Blue_late_mean",
  "sr_Blue_late_minus_early",
  "sr_Blue_cv",
  "sr_Blue_early_std",
  "sr_Blue_late_std",
  "sr_Blue_slope_decade",
  "sr_Blue_min",
  "sr_Blue_max",
  "sr_Blue_tm_mean",
  "sr_Blue_oli_mean",
  "sr_Blue_oli_minus_tm",
  "sr_Blue_dec84_93_mean",
  "sr_Blue_dec94_03_mean",
  "sr_Blue_dec04_13_mean",
  "sr_Blue_dec14_24_mean",
  "sr_Green_mean",
  "sr_Green_std",
  "sr_Green_early_mean",
  "sr_Green_late_mean",
  "sr_Green_late_minus_early",
  "sr_Green_cv",
  "sr_Green_early_std",
  "sr_Green_late_std",
  "sr_Green_slope_decade",
  "sr_Green_min",
  "sr_Green_max",
  "sr_Green_tm_mean",
  "sr_Green_oli_mean",
  "sr_Green_oli_minus_tm",
  "sr_Green_dec84_93_mean",
  "sr_Green_dec94_03_mean",
  "sr_Green_dec04_13_mean",
  "sr_Green_dec14_24_mean",
  "sr_Red_mean",
  "sr_Red_std",
  "sr_Red_early_mean",
  "sr_Red_late_mean",
  "sr_Red_late_minus_early",
  "sr_Red_cv",
  "sr_Red_early_std",
  "sr_Red_late_std",
  "sr_Red_slope_decade",
  "sr_Red_min",
  "sr_Red_max",
  "sr_Red_tm_mean",
  "sr_Red_oli_mean",
  "sr_Red_oli_minus_tm",
  "sr_Red_dec84_93_mean",
  "sr_Red_dec94_03_mean",
  "sr_Red_dec04_13_mean",
  "sr_Red_dec14_24_mean",
  "sr_NIR_mean",
  "sr_NIR_std",
  "sr_NIR_early_mean",
  "sr_NIR_late_mean",
  "sr_NIR_late_minus_early",
  "sr_NIR_cv",
  "sr_NIR_early_std",
  "sr_NIR_late_std",
  "sr_NIR_slope_decade",
  "sr_NIR_min",
  "sr_NIR_max",
  "sr_NIR_tm_mean",
  "sr_NIR_oli_mean",
  "sr_NIR_oli_minus_tm",
  "sr_NIR_dec84_93_mean",
  "sr_NIR_dec94_03_mean",
  "sr_NIR_dec04_13_mean",
  "sr_NIR_dec14_24_mean",
  "sr_SWIR1_mean",
  "sr_SWIR1_std",
  "sr_SWIR1_early_mean",
  "sr_SWIR1_late_mean",
  "sr_SWIR1_late_minus_early",
  "sr_SWIR1_cv",
  "sr_SWIR1_early_std",
  "sr_SWIR1_late_std",
  "sr_SWIR1_slope_decade",
  "sr_SWIR1_min",
  "sr_SWIR1_max",
  "sr_SWIR1_tm_mean",
  "sr_SWIR1_oli_mean",
  "sr_SWIR1_oli_minus_tm",
  "sr_SWIR1_dec84_93_mean",
  "sr_SWIR1_dec94_03_mean",
  "sr_SWIR1_dec04_13_mean",
  "sr_SWIR1_dec14_24_mean",
  "sr_SWIR2_mean",
  "sr_SWIR2_std",
  "sr_SWIR2_early_mean",
  "sr_SWIR2_late_mean",
  "sr_SWIR2_late_minus_early",
  "sr_SWIR2_cv",
  "sr_SWIR2_early_std",
  "sr_SWIR2_late_std",
  "sr_SWIR2_slope_decade",
  "sr_SWIR2_min",
  "sr_SWIR2_max",
  "sr_SWIR2_tm_mean",
  "sr_SWIR2_oli_mean",
  "sr_SWIR2_oli_minus_tm",
  "sr_SWIR2_dec84_93_mean",
  "sr_SWIR2_dec94_03_mean",
  "sr_SWIR2_dec04_13_mean",
  "sr_SWIR2_dec14_24_mean",
  "sr_NDVI_mean",
  "sr_NDVI_std",
  "sr_NDVI_early_mean",
  "sr_NDVI_late_mean",
  "sr_NDVI_late_minus_early",
  "sr_NDVI_cv",
  "sr_NDVI_early_std",
  "sr_NDVI_late_std",
  "sr_NDVI_slope_decade",
  "sr_NDVI_min",
  "sr_NDVI_max",
  "sr_NDVI_tm_mean",
  "sr_NDVI_oli_mean",
  "sr_NDVI_oli_minus_tm",
  "sr_NDVI_dec84_93_mean",
  "sr_NDVI_dec94_03_mean",
  "sr_NDVI_dec04_13_mean",
  "sr_NDVI_dec14_24_mean",
  "sr_NDBI_mean",
  "sr_NDBI_std",
  "sr_NDBI_early_mean",
  "sr_NDBI_late_mean",
  "sr_NDBI_late_minus_early",
  "sr_NDBI_cv",
  "sr_NDBI_early_std",
  "sr_NDBI_late_std",
  "sr_NDBI_slope_decade",
  "sr_NDBI_min",
  "sr_NDBI_max",
  "sr_NDBI_tm_mean",
  "sr_NDBI_oli_mean",
  "sr_NDBI_oli_minus_tm",
  "sr_NDBI_dec84_93_mean",
  "sr_NDBI_dec94_03_mean",
  "sr_NDBI_dec04_13_mean",
  "sr_NDBI_dec14_24_mean",
  "sr_UI_mean",
  "sr_UI_std",
  "sr_UI_early_mean",
  "sr_UI_late_mean",
  "sr_UI_late_minus_early",
  "sr_UI_cv",
  "sr_UI_early_std",
  "sr_UI_late_std",
  "sr_UI_slope_decade",
  "sr_UI_min",
  "sr_UI_max",
  "sr_UI_tm_mean",
  "sr_UI_oli_mean",
  "sr_UI_oli_minus_tm",
  "sr_UI_dec84_93_mean",
  "sr_UI_dec94_03_mean",
  "sr_UI_dec04_13_mean",
  "sr_UI_dec14_24_mean",
  "sr_MNDWI_mean",
  "sr_MNDWI_std",
  "sr_MNDWI_early_mean",
  "sr_MNDWI_late_mean",
  "sr_MNDWI_late_minus_early",
  "sr_MNDWI_cv",
  "sr_MNDWI_early_std",
  "sr_MNDWI_late_std",
  "sr_MNDWI_slope_decade",
  "sr_MNDWI_min",
  "sr_MNDWI_max",
  "sr_MNDWI_tm_mean",
  "sr_MNDWI_oli_mean",
  "sr_MNDWI_oli_minus_tm",
  "sr_MNDWI_dec84_93_mean",
  "sr_MNDWI_dec94_03_mean",
  "sr_MNDWI_dec04_13_mean",
  "sr_MNDWI_dec14_24_mean",
  "sr_BSI_mean",
  "sr_BSI_std",
  "sr_BSI_early_mean",
  "sr_BSI_late_mean",
  "sr_BSI_late_minus_early",
  "sr_BSI_cv",
  "sr_BSI_early_std",
  "sr_BSI_late_std",
  "sr_BSI_slope_decade",
  "sr_BSI_min",
  "sr_BSI_max",
  "sr_BSI_tm_mean",
  "sr_BSI_oli_mean",
  "sr_BSI_oli_minus_tm",
  "sr_BSI_dec84_93_mean",
  "sr_BSI_dec94_03_mean",
  "sr_BSI_dec04_13_mean",
  "sr_BSI_dec14_24_mean",
  "sr_NBR_mean",
  "sr_NBR_std",
  "sr_NBR_early_mean",
  "sr_NBR_late_mean",
  "sr_NBR_late_minus_early",
  "sr_NBR_cv",
  "sr_TCB_mean",
  "sr_TCB_std",
  "sr_TCB_early_mean",
  "sr_TCB_late_mean",
  "sr_TCB_late_minus_early",
  "sr_TCB_cv",
  "sr_TCG_mean",
  "sr_TCG_std",
  "sr_TCG_early_mean",
  "sr_TCG_late_mean",
  "sr_TCG_late_minus_early",
  "sr_TCG_cv",
  "sr_TCW_mean",
  "sr_TCW_std",
  "sr_TCW_early_mean",
  "sr_TCW_late_mean",
  "sr_TCW_late_minus_early",
  "sr_TCW_cv",
  "sr_chromBlue_mean",
  "sr_chromBlue_std",
  "sr_chromBlue_early_mean",
  "sr_chromBlue_late_mean",
  "sr_chromBlue_late_minus_early",
  "sr_chromBlue_cv",
  "sr_chromGreen_mean",
  "sr_chromGreen_std",
  "sr_chromGreen_early_mean",
  "sr_chromGreen_late_mean",
  "sr_chromGreen_late_minus_early",
  "sr_chromGreen_cv",
  "sr_chromRed_mean",
  "sr_chromRed_std",
  "sr_chromRed_early_mean",
  "sr_chromRed_late_mean",
  "sr_chromRed_late_minus_early",
  "sr_chromRed_cv",
  "sr_chromNIR_mean",
  "sr_chromNIR_std",
  "sr_chromNIR_early_mean",
  "sr_chromNIR_late_mean",
  "sr_chromNIR_late_minus_early",
  "sr_chromNIR_cv",
  "sr_chromSWIR1_mean",
  "sr_chromSWIR1_std",
  "sr_chromSWIR1_early_mean",
  "sr_chromSWIR1_late_mean",
  "sr_chromSWIR1_late_minus_early",
  "sr_chromSWIR1_cv",
  "sr_chromSWIR2_mean",
  "sr_chromSWIR2_std",
  "sr_chromSWIR2_early_mean",
  "sr_chromSWIR2_late_mean",
  "sr_chromSWIR2_late_minus_early",
  "sr_chromSWIR2_cv",
  "step_brightness_year",
  "step_brightness_mag",
  "step_brightness_njumps",
  "step_brightness_t",
  "step_brightness_snr",
  "step_SWIR1_year",
  "step_SWIR1_mag",
  "step_SWIR1_njumps",
  "step_SWIR1_t",
  "step_SWIR1_snr",
  "step_NDVI_year",
  "step_NDVI_mag",
  "step_NDVI_njumps",
  "step_NDVI_t",
  "step_NDVI_snr",
  "spike_BSI_year",
  "spike_BSI_z",
  "spike_BSI_returns",
  "spike_SWIR1_year",
  "spike_SWIR1_z",
  "spike_SWIR1_returns",
  "spike_brightness_year",
  "spike_brightness_z",
  "spike_brightness_returns",
  "post_step_NDVI_slope_decade",
  "years_since_step",
  "pre_state",
  "sat_share_tm",
  "sat_share_tm_early",
  "sat_share_tm_late",
  "sat_share_etm",
  "sat_share_etm_early",
  "sat_share_etm_late",
  "sat_share_oli",
  "sat_share_oli_late",
  "sat_switches",
  "n_observed_years",
  "first_observed_year",
  "last_observed_year",
  "coverage",
  "radial_px",
  "radial_frac",
  "dist_to_water_px",
  "nbr_sr_brightness_mean",
  "nbr_sr_brightness_mean_diff",
  "nbr_sr_NDVI_mean",
  "nbr_sr_NDVI_mean_diff",
  "nbr_sr_SWIR1_mean",
  "nbr_sr_SWIR1_mean_diff",
  "nbr_sr_brightness_late_minus_early",
  "nbr_sr_brightness_late_minus_early_diff",
  "nbr_step_brightness_year",
  "nbr_step_brightness_year_diff",
  "nbr_step_brightness_mag",
  "nbr_step_brightness_mag_diff",
  "nbr_sr_brightness_std",
  "nbr_sr_brightness_std_diff",
  "nbr_n_within_radius"
 ],
 "dropped_dead_features": [
  "has_early_data",
  "sat_share_oli_early"
 ],
 "classes": [
  1,
  2,
  3,
  4
 ],
 "seed": 42,
 "madrid_prior": [
  0.18087408048463868,
  0.35603110289393286,
  0.244836945832186,
  0.2182578707892425
 ],
 "verification": {
  "zero_shot_port_max_abs_diff": 0.0,
  "zero_shot_reload_max_abs_diff": 0.0,
  "decision_rule_port_identical": true,
  "zero_shot_all_pixels": 0.592839846672412,
  "zero_shot_n5_rep0": 0.592823816444138,
  "zero_shot_all_pixels_plain_argmax": 0.5679842811565695,
  "retrained_n25_port_max_abs_diff": 0.0,
  "retrained_n25_reload_max_abs_diff": 0.0,
  "retrained_n25_rep0": 0.6302737351779462,
  "retrained_n25_rep0_reported": 0.6302737351779462,
  "retrained_n200_port_max_abs_diff": 0.0,
  "retrained_n200_reload_max_abs_diff": 0.0,
  "retrained_n200_rep0": 0.7264520284114167,
  "retrained_n200_rep0_reported": 0.7264520284114167
 }
}