Restructure: documented layout, tuned results, validation artifacts, camera-ready paper
f868041 verified | name,value,source | |
| n_farms,10,results.json:dataset.farms | |
| n_observations,1835,results.json:dataset.observations | |
| n_farm_years,30,results.json:clustering.n_farm_years | |
| ndvi_mean,0.437,results.json:dataset.ndvi_mean | |
| ndvi_std,0.0917,results.json:dataset.ndvi_std | |
| rmse_persistence,0.1381,validation.json:tuning | |
| rmse_gb_tuned,0.0946,validation.json:tuning | |
| r2_gb_tuned,0.1717,validation.json:tuning | |
| gain_over_persistence_pct,31.45,validation.json:forecast_uncertainty | |
| gain_ci_low,29.4461,validation.json:forecast_uncertainty | |
| gain_ci_high,33.2201,validation.json:forecast_uncertainty | |
| gain_over_ridge_ci_low,-0.4331,validation.json:forecast_uncertainty | |
| gain_over_ridge_ci_high,2.2241,validation.json:forecast_uncertainty | |
| farms_gb_beats_persistence,10/10,validation.json:forecast_uncertainty | |
| sign_test_p,0.00098,validation.json:forecast_uncertainty | |
| silhouette_k3,0.466,results.json:clustering | |
| bootstrap_ari,0.869,validation.json:cluster_validation | |
| farms_single_tier_all_years,0/10,validation.json:cluster_validation | |
| agronomic_year_rank_rho,0.964,validation.json:agronomic_year_sensitivity | |
| pearson_ndvi_savi,1.0,validation.json:index_redundancy | |
| pearson_ndvi_ndwi,-0.9794,validation.json:index_redundancy | |
| pc1_share_three_indices,0.9909,validation.json:index_redundancy | |
| n_anomalies,92,results.json:anomaly | |
| anomaly_pct,5.01,results.json:anomaly | |
| injection_auc_1sigma,0.74,validation.json:anomaly_validation | |
| injection_auc_4sigma,0.961,validation.json:anomaly_validation | |
| flags_in_top_cloud_decile,0.467,validation.json:anomaly_validation | |
| high_frequency_variance_share,0.586,validation.json:noise_analysis | |
| r2_near_clear_scenes,0.2764,validation.json:noise_analysis | |
| greenness_rank_rho,0.673,validation.json:operational_validation | |
| flag_rate_rank_rho,0.102,validation.json:operational_validation | |