Dataset/hex_pathfinding_dataset_3000/validation_report.txt

Hex Pathfinding Dataset v2 Validation Report
==============================================
Total images checked: 3000
Total questions checked: 15000
Total mismatches found: 0

Grid radii: {3: 1000, 4: 1000, 5: 1000}
Level 2 answers: {'walkable': 1500, 'hole': 1500}
Level 5 outcomes: {'same': 1000, 'increase': 1000, 'no_path': 1000}
Level 5 constant baseline: 0.333333
Level 5 invariant results: {'same:pass': 1000, 'increase:pass': 1000, 'no_path:pass': 1000}
PNG full tile-class recovery: 3000/3000
Hole density: {'min': 0.120879, 'mean': 0.183492314, 'max': 0.245902}

Guard injection tests: {'original_path': {'violating_no_path_rejected': True, 'boundary_adjacent_accepted': True}, 'level5_cut_vertex': {'violating_non_cut_rejected': True, 'boundary_cut_accepted': True}}

Leak audit: {"canvas_size": {"classification": "scene_feature", "levels": {"1": {"cramers_v": 0.18546683150882648, "kind": "categorical"}, "2": {"cramers_v": 0.18425545483757053, "kind": "categorical"}, "3": {"cramers_v": 0.1785470440769059, "kind": "categorical"}, "4": {"cramers_v": 0.18647194719671922, "kind": "categorical"}, "5": {"cramers_v": 0.18203764159834296, "kind": "categorical"}}, "whitelist_justification": null}, "coordinate_frame": {"classification": "scene_feature", "levels": {"1": {"cramers_v": 0.0, "kind": "categorical"}, "2": {"cramers_v": 0.0, "kind": "categorical"}, "3": {"cramers_v": 0.0, "kind": "categorical"}, "4": {"cramers_v": 0.0, "kind": "categorical"}, "5": {"cramers_v": 0.0, "kind": "categorical"}}, "whitelist_justification": null}, "dataset_version": {"classification": "scene_feature", "levels": {"1": {"cramers_v": 0.0, "kind": "categorical"}, "2": {"cramers_v": 0.0, "kind": "categorical"}, "3": {"cramers_v": 0.0, "kind": "categorical"}, "4": {"cramers_v": 0.0, "kind": "categorical"}, "5": {"cramers_v": 0.0, "kind": "categorical"}}, "whitelist_justification": null}, "difficulty_score": {"classification": "scene_feature", "levels": {"1": {"cramers_v": 0.7094415947444069, "kind": "numeric_deciles"}, "2": {"cramers_v": 0.10789755454202664, "kind": "numeric_deciles"}, "3": {"cramers_v": 0.3109660502044661, "kind": "numeric_deciles"}, "4": {"cramers_v": 0.28848401598906037, "kind": "numeric_deciles"}, "5": {"cramers_v": 0.45367069378644653, "kind": "numeric_deciles"}}, "whitelist_justification": null}, "generation_attempt": {"classification": "scene_feature", "levels": {"1": {"cramers_v": 0.09253351617436516, "kind": "numeric_deciles"}, "2": {"cramers_v": 0.07694986071681037, "kind": "numeric_deciles"}, "3": {"cramers_v": 0.05613862877192266, "kind": "numeric_deciles"}, "4": {"cramers_v": 0.12531962691149823, "kind": "numeric_deciles"}, "5": {"cramers_v": 0.10498301916694602, "kind": "numeric_deciles"}}, "whitelist_justification": null}, "grid_radius": {"classification": "scene_feature", "levels": {"1": {"cramers_v": 0.8162959523507749, "kind": "numeric_deciles"}, "2": {"cramers_v": 0.0, "kind": "numeric_deciles"}, "3": {"cramers_v": 0.6377712310008522, "kind": "numeric_deciles"}, "4": {"cramers_v": 0.29211619857280297, "kind": "numeric_deciles"}, "5": {"cramers_v": 1.0, "kind": "numeric_deciles"}}, "whitelist_justification": null}, "hole_density": {"classification": "scene_feature", "levels": {"1": {"cramers_v": 0.8687931985752121, "kind": "numeric_deciles"}, "2": {"cramers_v": 0.10766348470346868, "kind": "numeric_deciles"}, "3": {"cramers_v": 0.18439452501161863, "kind": "numeric_deciles"}, "4": {"cramers_v": 0.15820876691020644, "kind": "numeric_deciles"}, "5": {"cramers_v": 0.27055425266030986, "kind": "numeric_deciles"}}, "whitelist_justification": null}, "level2_neighbor_direction_is_toward_home": {"classification": "scene_feature", "levels": {"1": {"cramers_v": 0.0, "kind": "categorical"}, "2": {"cramers_v": 0.0, "kind": "categorical"}, "3": {"cramers_v": 0.0, "kind": "categorical"}, "4": {"cramers_v": 0.0, "kind": "categorical"}, "5": {"cramers_v": 0.0, "kind": "categorical"}}, "whitelist_justification": null}, "level5_new_shortest_path_length": {"classification": "scene_feature", "levels": {"1": {"cramers_v": 0.31300941934073884, "kind": "categorical"}, "2": {"cramers_v": 0.10118599247293417, "kind": "categorical"}, "3": {"cramers_v": 0.46939174678870355, "kind": "categorical"}, "4": {"cramers_v": 0.28454466128767414, "kind": "categorical"}, "5": {"cramers_v": 1.0, "kind": "categorical"}}, "whitelist_justification": null}, "level5_outcome": {"classification": "definitional", "levels": {"1": {"cramers_v": 0.8162959523507748, "kind": "categorical"}, "2": {"cramers_v": 0.0, "kind": "categorical"}, "3": {"cramers_v": 0.6377712310008522, "kind": "categorical"}, "4": {"cramers_v": 0.29211619857280285, "kind": "categorical"}, "5": {"cramers_v": 0.9999999999999999, "kind": "categorical"}}, "whitelist_justification": "definitionally equals Level 5"}, "num_alternate_shortest_paths": {"classification": "definitional", "levels": {"1": {"cramers_v": 0.13957724911090236, "kind": "numeric_deciles"}, "2": {"cramers_v": 0.09923021575900788, "kind": "numeric_deciles"}, "3": {"cramers_v": 0.2110390068346345, "kind": "numeric_deciles"}, "4": {"cramers_v": 1.0, "kind": "numeric_deciles"}, "5": {"cramers_v": 0.18491656899581588, "kind": "numeric_deciles"}}, "whitelist_justification": "definitionally equals Level 4"}, "num_hole_tiles": {"classification": "definitional", "levels": {"1": {"cramers_v": 0.9999999999999999, "kind": "numeric_deciles"}, "2": {"cramers_v": 0.11513747467266601, "kind": "numeric_deciles"}, "3": {"cramers_v": 0.27032580416168983, "kind": "numeric_deciles"}, "4": {"cramers_v": 0.16480658743254029, "kind": "numeric_deciles"}, "5": {"cramers_v": 0.3924020547718414, "kind": "numeric_deciles"}}, "whitelist_justification": "definitionally equals Level 1"}, "seed": {"classification": "scene_feature", "levels": {"1": {"cramers_v": 0.07404447866481459, "kind": "numeric_deciles"}, "2": {"cramers_v": 0.0014907202668021247, "kind": "numeric_deciles"}, "3": {"cramers_v": 0.05361714951552922, "kind": "numeric_deciles"}, "4": {"cramers_v": 0.13336963932229737, "kind": "numeric_deciles"}, "5": {"cramers_v": 0.06689521217276184, "kind": "numeric_deciles"}}, "whitelist_justification": null}, "shortest_path_length": {"classification": "definitional", "levels": {"1": {"cramers_v": 0.306256296945076, "kind": "numeric_deciles"}, "2": {"cramers_v": 0.09319283177200013, "kind": "numeric_deciles"}, "3": {"cramers_v": 1.0, "kind": "numeric_deciles"}, "4": {"cramers_v": 0.2599752201420257, "kind": "numeric_deciles"}, "5": {"cramers_v": 0.6787034568789638, "kind": "numeric_deciles"}}, "whitelist_justification": "definitionally equals Level 3"}}

Full parameter distributions: {"categorical": {"level2_neighbor_direction_is_toward_home": {"True": 3000}, "level5_outcome": {"increase": 1000, "no_path": 1000, "same": 1000}}, "continuous": {"difficulty_score": {"count": 3000, "max": 0.8235, "min": 0.3743, "p25": 0.5041, "p50": 0.6795, "p75": 0.8057, "p95": 0.8196}, "grid_radius": {"count": 3000, "max": 5.0, "min": 3.0, "p25": 3.0, "p50": 4.0, "p75": 5.0, "p95": 5.0}, "hole_density": {"count": 3000, "max": 0.245902, "min": 0.120879, "p25": 0.162162, "p50": 0.186813, "p75": 0.213115, "p95": 0.230769}, "num_alternate_shortest_paths": {"count": 3000, "max": 198.0, "min": 1.0, "p25": 2.0, "p50": 3.0, "p75": 6.0, "p95": 18.0}, "num_hole_tiles": {"count": 3000, "max": 22.0, "min": 5.0, "p25": 8.0, "p50": 11.0, "p75": 14.0, "p95": 20.0}, "shortest_path_length": {"count": 3000, "max": 16.0, "min": 4.0, "p25": 5.0, "p50": 6.0, "p75": 8.0, "p95": 11.0}}}

Issues:
  None

Summary: PASS