Analysis Raw analysis output: tables, numbers and diagnostics. 2026 July Analysis Raw-density refit Analysis Raw-density alpha profile Analysis Downsampling shrinks the candidate search area Analysis Sigma in tree importance Analysis ML ceiling check, row level Analysis Fold difficulty Analysis Ground truth drop list Analysis Confusion matrix Analysis Candidate density bias toward building Analysis Stepwise VIF elimination Analysis Model progression Analysis Model 6, re-derived at calibrated alpha Analysis Model 5: alternative-specific constants (rejected) Analysis Model 4a: alternative-specific parameters Analysis Model 2: share-type and sigma Analysis Model 1: base Analysis Interaction term screen (α = 1) Analysis Final model Analysis Final model correlation matrix Analysis The f_distance² artifact Analysis f_directional: shared vs split Analysis Directional scope ablation (3a vs 3b) Analysis Alpha calibration Analysis ML baseline, stay level (superseded) Analysis R_buffer: 10 m vs 15 m