Datasets:

scShape-Benchmark
/

scShapeBench

	{
	"embedding_params": {
	"feature_scale": 1.0,
	"packing_ratio": 6.0,
	"separation_ratio": 6.0,
	"target_packing_distance": 6.0,
	"hard_min_clearance_ratio": 0.2,
	"hard_min_clearance": 0.2,
	"target_min_separation": 0.2,
	"preferred_min_separation": 0.95,
	"preferred_min_separation_ratio": 0.95,
	"noise_ratio": 0.068573131604513,
	"sampling_density_per_feature": 17.041873831610662,
	"edge_length_jitter_ratio": 0.02119542308083181,
	"branch_angle_spread": 0.7904332605244404
	},
	"embedding_dimension": 4,
	"requested_embedding_dimension": 4,
	"feature_thickness_ratio": 0.4549965508146894,
	"feature_thickness_budget": 0.4549965508146894,
	"tube_sampling_mode": "solid",
	"num_components": 1,
	"component_gap_ratio": 7.073351393376914,
	"component_node_ids": [
	[
	0,
	1,
	2,
	3,
	4,
	5,
	6,
	7,
	8,
	9,
	10,
	11,
	12,
	13,
	14,
	15,
	16,
	17,
	18,
	19,
	20,
	21,
	22,
	23,
	24,
	25,
	26,
	27,
	28,
	29,
	30,
	31,
	32,
	33,
	34,
	35,
	36,
	37,
	38,
	39,
	40,
	41,
	42,
	43,
	44,
	45,
	46,
	47,
	48,
	49,
	50,
	51,
	52,
	53,
	54
	]
	],
	"component_x_intervals": [
	[
	0.0,
	8.00765950055518
	]
	],
	"component_topology_classes": [
	"branchy_cycle"
	],
	"crowding_r": 0.04961186670470844,
	"crowding_gamma": 0.9545295613870088,
	"crowding_gamma_min": 0.0834765625,
	"crowding_admissibility_epsilon_sep": 0.08449833152455281,
	"thickness_aware_min_required_clearance": 0.02,
	"thickness_crowding_order": "choose_tube_radius_then_apply_thickness_aware_crowding",
	"cycle_tree_edges": [
	[
	0,
	1
	],
	[
	0,
	2
	]
	],
	"cycle_lengths": {
	"0": 5,
	"1": 5,
	"2": 7
	},
	"pair_separations": {
	"(0, 1)": 0,
	"(0, 2)": -1
	},
	"cycle_nodes": {
	"0": [
	0,
	1,
	2,
	3,
	4
	],
	"1": [
	5,
	6,
	7,
	8,
	3
	],
	"2": [
	10,
	11,
	12,
	13,
	14,
	2,
	1
	]
	},
	"cycle_motifs": {
	"0": {
	"cycle_id": 0,
	"original_cycle_length": 5,
	"original_motif_vertices": [
	0,
	1,
	2,
	3,
	4
	],
	"final_nodes": [
	0,
	1,
	2,
	3,
	4
	]
	},
	"1": {
	"cycle_id": 1,
	"original_cycle_length": 5,
	"original_motif_vertices": [
	5,
	6,
	7,
	8,
	9
	],
	"final_nodes": [
	5,
	6,
	7,
	8,
	3
	]
	},
	"2": {
	"cycle_id": 2,
	"original_cycle_length": 7,
	"original_motif_vertices": [
	10,
	11,
	12,
	13,
	14,
	15,
	16
	],
	"final_nodes": [
	10,
	11,
	12,
	13,
	14,
	2,
	1
	]
	}
	},
	"attachments": [
	{
	"cycle_pair": [
	0,
	1
	],
	"separation": 0,
	"attachment_type": "shared_vertex",
	"anchor_a": 3,
	"anchor_b_original": 9,
	"shared_node": 3
	},
	{
	"cycle_pair": [
	0,
	2
	],
	"separation": -1,
	"attachment_type": "shared_path",
	"shared_edges": 1,
	"cycle_a_path": [
	1,
	2
	],
	"cycle_b_path_original": [
	16,
	15
	],
	"orientation": "reversed",
	"shared_path_nodes": [
	1,
	2
	],
	"cycle_a_edge_indices": [
	1
	],
	"cycle_b_edge_indices": [
	5
	]
	}
	],
	"edge_cycle_membership": {
	"(0, 1)": [
	0
	],
	"(1, 2)": [
	0,
	2
	],
	"(2, 3)": [
	0
	],
	"(3, 4)": [
	0
	],
	"(0, 4)": [
	0
	],
	"(5, 6)": [
	1
	],
	"(6, 7)": [
	1
	],
	"(7, 8)": [
	1
	],
	"(3, 8)": [
	1
	],
	"(3, 5)": [
	1
	],
	"(10, 11)": [
	2
	],
	"(11, 12)": [
	2
	],
	"(12, 13)": [
	2
	],
	"(13, 14)": [
	2
	],
	"(2, 14)": [
	2
	],
	"(1, 10)": [
	2
	]
	},
	"num_cycles_ground_truth": 3,
	"betti_1": 3,
	"leaf_count": 14,
	"branch_nodes": [
	1,
	2,
	3,
	10,
	11,
	21,
	25,
	27,
	29,
	39
	],
	"is_planar": true,
	"max_edge_cycle_multiplicity": 2,
	"branch_params": {
	"num_initial_attachment_sites": 3,
	"max_branch_depth": 3,
	"promotion_prob": 0.23605668602333899,
	"children_per_branch_point_range": [
	1,
	3
	],
	"branch_length_range": [
	1,
	4
	],
	"max_degree": 5,
	"max_total_nodes": 80,
	"max_total_edges": 88
	},
	"branch_attachment_nodes_initial": [
	10,
	11,
	2
	],
	"branch_generation_nodes": {
	"1": [
	15,
	16,
	17,
	18,
	19,
	20,
	21,
	22,
	23,
	24,
	25,
	26
	],
	"2": [
	27,
	28,
	29,
	30,
	31,
	32,
	33,
	34,
	35,
	36,
	37,
	38,
	39
	],
	"3": [
	40,
	41,
	42,
	43,
	44,
	45,
	46,
	47,
	48,
	49,
	50,
	51,
	52,
	53,
	54,
	55
	]
	},
	"branch_parent_map": {
	"15": 10,
	"16": 15,
	"17": 10,
	"18": 11,
	"19": 18,
	"20": 19,
	"21": 11,
	"22": 2,
	"23": 2,
	"24": 23,
	"25": 24,
	"26": 25,
	"27": 21,
	"28": 27,
	"29": 28,
	"30": 21,
	"31": 30,
	"32": 31,
	"33": 32,
	"34": 21,
	"35": 34,
	"36": 25,
	"37": 36,
	"38": 37,
	"39": 26,
	"40": 27,
	"41": 40,
	"42": 41,
	"43": 42,
	"44": 27,
	"45": 44,
	"46": 29,
	"47": 46,
	"48": 29,
	"49": 48,
	"50": 39,
	"51": 50,
	"52": 39,
	"53": 52,
	"54": 53,
	"55": 39
	},
	"branch_root_map": {
	"15": 10,
	"16": 10,
	"17": 10,
	"18": 11,
	"19": 11,
	"20": 11,
	"21": 11,
	"22": 2,
	"23": 2,
	"24": 2,
	"25": 2,
	"26": 2,
	"27": 11,
	"28": 11,
	"29": 11,
	"30": 11,
	"31": 11,
	"32": 11,
	"33": 11,
	"34": 11,
	"35": 11,
	"36": 2,
	"37": 2,
	"38": 2,
	"39": 2,
	"40": 11,
	"41": 11,
	"42": 11,
	"43": 11,
	"44": 11,
	"45": 11,
	"46": 11,
	"47": 11,
	"48": 11,
	"49": 11,
	"50": 2,
	"51": 2,
	"52": 2,
	"53": 2,
	"54": 2,
	"55": 2
	},
	"branch_depth_map": {
	"15": 1,
	"16": 1,
	"17": 1,
	"18": 1,
	"19": 1,
	"20": 1,
	"21": 1,
	"22": 1,
	"23": 1,
	"24": 1,
	"25": 1,
	"26": 1,
	"27": 2,
	"28": 2,
	"29": 2,
	"30": 2,
	"31": 2,
	"32": 2,
	"33": 2,
	"34": 2,
	"35": 2,
	"36": 2,
	"37": 2,
	"38": 2,
	"39": 2,
	"40": 3,
	"41": 3,
	"42": 3,
	"43": 3,
	"44": 3,
	"45": 3,
	"46": 3,
	"47": 3,
	"48": 3,
	"49": 3,
	"50": 3,
	"51": 3,
	"52": 3,
	"53": 3,
	"54": 3,
	"55": 3
	},
	"num_leaves_after_branching": 14,
	"num_branch_nodes_after_branching": 10,
	"betti_1_after_branching": 3,
	"node_positions_4d": {
	"0": [
	4.918225483434172,
	0.0004854522600730299,
	0.4652503674965216,
	-0.01953443936951027
	],
	"1": [
	4.399630565608221,
	0.06729263015698145,
	0.1959587100092437,
	-0.9744154750381728
	],
	"2": [
	3.8086377118296735,
	0.015234090948535756,
	-0.5187048332304005,
	-0.7268540979190701
	],
	"3": [
	3.8754839982568923,
	-0.12133471731088515,
	-0.7903651253222661,
	0.47038067376551806
	],
	"4": [
	4.617346740181054,
	-0.09024385568559122,
	-0.09791423374829411,
	0.7555466543944309
	],
	"5": [
	1.6600445277294111,
	-1.3434215720437486,
	-3.4587542399386892,
	2.467690669287607
	],
	"6": [
	0.8214421106755285,
	-1.4330689646021428,
	-4.060947331894665,
	2.678424146248485
	],
	"7": [
	0.21498616679078753,
	-0.9631194649727637,
	-3.917960891469959,
	2.0574451150649375
	],
	"8": [
	0.7345300871744498,
	-0.6179398071589113,
	-3.2311928888535713,
	1.5066054381522482
	],
	"9": [
	3.504866210946519,
	0.25154057705389093,
	-0.01910817728761982,
	-3.426844892604831
	],
	"10": [
	2.867456740410846,
	0.3930044308531921,
	-0.18243138528010783,
	-5.082341354930337
	],
	"11": [
	2.4554561458515574,
	0.4231576146357989,
	-0.3665540953321147,
	-5.786401519130143
	],
	"12": [
	2.592888266729525,
	0.3627488401506794,
	-0.5133241451297061,
	-4.954599390879309
	],
	"13": [
	3.0836448394690827,
	0.217113746214709,
	-0.533715821017483,
	-3.1974254172098466
	],
	"14": [
	3.6474287303350037,
	0.5321050524722176,
	0.5880642931189486,
	-2.920474468275479
	],
	"15": [
	3.827847691277912,
	0.7844424276099052,
	1.2090331256576758,
	-2.251393424996718
	],
	"16": [
	3.601127327474793,
	-0.120453263366589,
	-0.13113554009026251,
	-4.398458206629958
	],
	"17": [
	2.3337995702962937,
	-0.013239170909782827,
	0.420439089518829,
	-5.548096441211051
	],
	"18": [
	1.8770404780722612,
	-0.45715236358606826,
	1.07215324554266,
	-5.851240808846967
	],
	"19": [
	1.553318895243835,
	-0.8524589548861186,
	1.7993757058108486,
	-6.190467244937945
	],
	"20": [
	2.881945869235955,
	0.8198677315839573,
	-0.795514242126478,
	-5.851928081740722
	],
	"21": [
	3.466302925479714,
	0.3128005092878588,
	-0.1520356969679526,
	0.14070509043794877
	],
	"22": [
	4.273508270207142,
	-0.32208463669905696,
	-1.2704318989002061,
	-0.24745091382480222
	],
	"23": [
	4.815503203214846,
	-0.6822344083876736,
	-1.9442041165233144,
	0.052470759684623225
	],
	"24": [
	5.269355843421744,
	-1.1213477023328424,
	-2.6321305197057407,
	0.3006558943495268
	],
	"25": [
	5.765694183965603,
	-1.5784585187052111,
	-3.3023603009967983,
	0.5984826257328555
	],
	"26": [
	2.5148919632567006,
	1.2495111935236627,
	-1.537819247910864,
	-5.669153434887244
	],
	"27": [
	2.337516347400337,
	1.743363913944682,
	-2.2664189234341015,
	-5.34713157717381
	],
	"28": [
	2.1328356391129724,
	2.2545836534482677,
	-2.94286805933878,
	-4.987924650741718
	],
	"29": [
	3.5102870195046525,
	0.40818582737003895,
	-1.1497893629323443,
	-6.3292895198814385
	],
	"30": [
	4.203329720831353,
	-0.07967862798799401,
	-1.4780320281687815,
	-6.645745223095405
	],
	"31": [
	4.839513681535632,
	-0.6260787462253514,
	-1.7913209728821826,
	-6.946127642864884
	],
	"32": [
	5.436964706857614,
	-1.2474776554131104,
	-2.187490996055279,
	-7.153417678148604
	],
	"33": [
	2.6889959547375697,
	1.3196190270618726,
	-0.4857120985115062,
	-6.639069513826175
	],
	"34": [
	2.5994251305866243,
	1.823577832128075,
	-0.20538683553370585,
	-7.461013267560826
	],
	"35": [
	4.918077841199502,
	-1.0328566789534892,
	-3.5356980414755776,
	0.3231755433300121
	],
	"36": [
	4.547517518581194,
	-0.9435729565016044,
	-4.43048629984844,
	0.32377260917378514
	],
	"37": [
	4.212642559530355,
	-0.9552833172302453,
	-5.343491740036745,
	0.3787771844248957
	],
	"38": [
	6.283501249091808,
	-2.0016507541537716,
	-3.971033054774095,
	0.9038834364389423
	],
	"39": [
	2.47170872510155,
	1.3217079044512563,
	-2.1893696891872425,
	-6.362357078421188
	],
	"40": [
	2.360731104893766,
	1.5132219220604477,
	-2.901743110643854,
	-6.967165771363278
	],
	"41": [
	2.273495873476138,
	1.7441274683829893,
	-3.581311919497204,
	-7.611092698446333
	],
	"42": [
	2.062397206374627,
	2.0354638197027,
	-4.2233134467236635,
	-8.25843277375918
	],
	"43": [
	2.3037248659911462,
	1.3685712585201475,
	-1.3318789163921494,
	-4.724623044920178
	],
	"44": [
	2.155020615406781,
	1.5522151899093333,
	-0.9318936217565412,
	-3.8512397750583913
	],
	"45": [
	2.4308418397619986,
	3.1290846003015265,
	-3.1594189724420425,
	-5.179518074569924
	],
	"46": [
	2.7347868940139097,
	3.9571607628274146,
	-3.5173881491770373,
	-5.364801835145068
	],
	"47": [
	1.6965567137072457,
	1.768188791182843,
	-3.425719390690429,
	-4.443282667311999
	],
	"48": [
	1.270608214804235,
	1.2904006724700303,
	-3.8956761117856264,
	-3.909577393128421
	],
	"49": [
	6.798997549017582,
	-2.43784126801225,
	-4.29552350042921,
	0.28241135357387126
	],
	"50": [
	7.284833695663526,
	-2.9549061034001727,
	-4.632628107875963,
	-0.283114993898129
	],
	"51": [
	6.851130244302,
	-1.4031604453662052,
	-4.24445929080227,
	1.3428090942298754
	],
	"52": [
	7.378887639172282,
	-0.8015177302200349,
	-4.577714572004637,
	1.790904150104999
	],
	"53": [
	7.887820901452619,
	-0.15297827552644294,
	-4.899116544038936,
	2.2130854088393077
	],
	"54": [
	6.092208355794204,
	-2.6948969954370834,
	-4.155016680531206,
	1.5670799343419617
	]
	},
	"embedding_valid": true,
	"embedding_dimensions_attempted": [
	4
	],
	"embedding_attempt_history": [
	{
	"dimension": 4,
	"embedding_valid": true,
	"global_embedding_attempts": 1,
	"local_placement_rejections": 0,
	"min_nonadjacent_node_distance": 1.344438149536375,
	"min_nonincident_edge_distance": 1.3867056508102389,
	"min_nonincident_node_edge_distance": 1.0488917259267805,
	"failure_reason": null,
	"refinement_applied": true,
	"refinement_iterations": 24,
	"refinement_objective_delta": -47.6742095144468,
	"refinement_clearance_delta": 0.032642407060578194
	}
	],
	"embedding_constructive_success": true,
	"embedding_rejected": false,
	"min_nonadjacent_node_distance": 1.344438149536375,
	"min_nonincident_edge_distance": 1.3867056508102389,
	"min_nonincident_node_edge_distance": 1.0488917259267805,
	"global_embedding_attempts": 1,
	"total_global_embedding_attempts": 1,
	"local_placement_rejections": 0,
	"embedding_fallback_used": false,
	"embedding_fallback_mode": null,
	"embedding_refinement": {
	"enabled": true,
	"applied": true,
	"iterations": 24,
	"objective_before": 280.38732290687375,
	"objective_after": 232.71311339242695,
	"objective_delta": -47.6742095144468,
	"clearance_before": 1.0162493188662023,
	"clearance_after": 1.0488917259267805,
	"clearance_delta": 0.032642407060578194,
	"accepted_steps": 24,
	"reason": "accepted"
	},
	"topology_class": "branchy_cycle",
	"sampled_topology_spec": {
	"topology_class": "branchy_cycle",
	"children_per_branch_point_range": [
	1,
	3
	],
	"branch_length_range": [
	1,
	4
	],
	"max_branch_depth_range": [
	1,
	3
	],
	"promotion_prob_range": [
	0.2,
	0.6
	],
	"max_degree": 5,
	"num_cycles": 3,
	"branch_attach_count": 3
	},
	"tube_embedding_separation_ratio": 6.0,
	"realized_post_crowding_min_nonadjacent_node_distance": 1.3059063607687496,
	"realized_post_crowding_min_nonincident_edge_distance": 1.323693412843518,
	"realized_post_crowding_min_nonincident_node_edge_distance": 1.0012096418586636,
	"realized_post_crowding_min_structural_distance": 1.0012096418586636,
	"realized_post_crowding_separation_to_feature_scale": 1.0012096418586636,
	"realized_post_crowding_separation_to_post_median_edge": 1.0236164013381974,
	"realized_post_crowding_absolute_hardness": 0.9987918196069128,
	"minimum_realized_component_gap": Infinity,
	"feature_thickness_radius": 0.032249165762276405,
	"effective_max_tube_radius_for_sampling": 0.07087782468797399,
	"cycle_hole_radius_cap": 0.07087782468797399,
	"cycle_hole_radius_fraction": 0.2,
	"crowding_applied": true,
	"crowding_isotropy_epsilon": 0.05,
	"crowding_axis": [
	-0.27947651219072894,
	0.2752761899678826,
	0.2502115672128296,
	-0.8851610418468333
	],
	"crowding_centroid": [
	3.58448658826314,
	0.10200581791705353,
	-1.9901132842098421,
	-2.7528672547303854
	],
	"crowding_covariance_eigenvalues": [
	13.460256478231248,
	3.1045613900909252,
	2.720613686678543,
	0.8891763408645619
	],
	"crowding_covariance_matrix": [
	[
	3.3684253182110404,
	-1.396351516030446,
	-0.9119192773611973,
	2.4943197826066745
	],
	[
	-1.396351516030446,
	2.0197954917797243,
	0.5428141687281473,
	-2.9635518876860774
	],
	[
	-0.9119192773611973,
	0.5428141687281473,
	3.6871190095078745,
	-2.305872164360821
	],
	[
	2.4943197826066745,
	-2.9635518876860774,
	-2.305872164360821,
	11.099268076366648
	]
	],
	"crowding_isotropic_fallback_used": false,
	"crowding_linear_operator": [
	[
	0.9580811264315972,
	-0.0034981876875226766,
	-0.003179668476964157,
	0.011248555345177552
	],
	[
	-0.0034981876875226766,
	0.9579751739390813,
	0.0031318804461905295,
	-0.01107949800071269
	],
	[
	-0.003179668476964157,
	0.0031318804461905295,
	0.9573762758625906,
	-0.01007068050096588
	],
	[
	0.011248555345177552,
	-0.01107949800071269,
	-0.01007068050096588,
	0.9901561079277575
	]
	],
	"crowding_model_dimension": 4,
	"feature_scale_nominal": 1.0,
	"feature_scale_pre_crowding": 1.0137542106998592,
	"feature_scale_post_crowding_median_edge": 0.9781101988496463,
	"pre_crowding_edge_length_summary": {
	"min": 0.8489316143908057,
	"median": 1.0137542106998592,
	"mean": 1.2194830119244404,
	"max": 4.332114192733192
	},
	"post_crowding_edge_length_summary": {
	"min": 0.8368127577776215,
	"median": 0.9781101988496463,
	"mean": 1.1837884723046264,
	"max": 4.184640487938936
	},
	"pre_crowding_min_nonadjacent_node_distance": 1.3444381495363753,
	"pre_crowding_min_nonincident_edge_distance": 1.386705650810239,
	"pre_crowding_min_nonincident_node_edge_distance": 1.0488917259267807,
	"node_positions_4d_pre_crowding": {
	"0": [
	4.952394034203628,
	0.02457411777366677,
	0.6085063410512113,
	0.017663345855372194
	],
	"1": [
	4.421625122786361,
	0.08222202399531044,
	0.3151685899875462,
	-0.9430195661472207
	],
	"2": [
	3.7991895903687385,
	0.030924007676009186,
	-0.430593655284853,
	-0.6940848919986273
	],
	"3": [
	3.853457352214153,
	-0.09662451602852798,
	-0.7010826251084508,
	0.5102576824770217
	],
	"4": [
	4.626959628764557,
	-0.060408003124932885,
	0.027666939001775765,
	0.7972886465782206
	],
	"5": [
	1.5038206119407307,
	-1.3486965529332875,
	-3.470924170039181,
	2.5119354782310115
	],
	"6": [
	0.6235724509750971,
	-1.4409422797112557,
	-4.10028372861394,
	2.7273306871575063
	],
	"7": [
	0.0,
	-0.9602020227195464,
	-3.961026058327739,
	2.1140577326464114
	],
	"8": [
	0.5524041329643441,
	-0.6065682790672721,
	-3.248804474717499,
	1.5626671179405656
	],
	"9": [
	3.51642574994549,
	0.24354224852146647,
	0.06103881469431517,
	-3.4103266154400282
	],
	"10": [
	2.8705073863388773,
	0.3702183517199311,
	-0.12963107698314458,
	-5.07546554514142
	],
	"11": [
	2.4482075729930965,
	0.39262106210801667,
	-0.33087512376331424,
	-5.7835239507571625
	],
	"12": [
	2.581162541898776,
	0.3401928800392881,
	-0.47476720192689414,
	-4.947012817604716
	],
	"13": [
	3.0721621625013853,
	0.21040741459096063,
	-0.4754179246005065,
	-3.1794062632196045
	],
	"14": [
	3.6623325333247805,
	0.5408669405867812,
	0.700220826797045,
	-2.890751584958107
	],
	"15": [
	3.845783315496967,
	0.8107038844118168,
	1.355750650381411,
	-2.2074161281782483
	],
	"16": [
	3.6266276495590306,
	-0.15538671207761273,
	-0.06470076040718535,
	-4.398594156351897
	],
	"17": [
	2.319422339318327,
	-0.06325080857411569,
	0.4948013991270053,
	-5.538089905780462
	],
	"18": [
	1.8467207894021906,
	-0.5340390012667238,
	1.1723539952465782,
	-5.837254690847991
	],
	"19": [
	1.5137540585596625,
	-0.9542596056902675,
	1.9286896598335266,
	-6.173080584609263
	],
	"20": [
	2.8942240497677005,
	0.8090069083334996,
	-0.7795624005805583,
	-5.854673179782041
	],
	"21": [
	3.4339092111491443,
	0.34920364730493864,
	-0.04051480721930596,
	0.19377793686280742
	],
	"22": [
	4.275085485483027,
	-0.31151105232301446,
	-1.2081752524289062,
	-0.22706231375446081
	],
	"23": [
	4.833783817101658,
	-0.6798387539678549,
	-1.9058827743941664,
	0.05827637836897833
	],
	"24": [
	5.300742168340946,
	-1.131483590791495,
	-2.6189568961372274,
	0.2913178010692963
	],
	"25": [
	5.811460006692777,
	-1.6012444791406095,
	-3.312819851883735,
	0.5739899012662721
	],
	"26": [
	2.507998660675475,
	1.2607780560183184,
	-1.5557184694632449,
	-5.66853273103697
	],
	"27": [
	2.3184214503481293,
	1.7818518391875542,
	-2.3156669233543026,
	-5.343054392077912
	],
	"28": [
	2.100139188326356,
	2.3212176942537965,
	-3.020891720259871,
	-4.978933933745614
	],
	"29": [
	3.553095801674209,
	0.37712428567390094,
	-1.1512498941019174,
	-6.3528784407560615
	],
	"30": [
	4.277421865809042,
	-0.13227557289297728,
	-1.4935793623648401,
	-6.689890663150174
	],
	"31": [
	4.942038071295036,
	-0.7028591034240748,
	-1.8201151288765005,
	-7.010515467522727
	],
	"32": [
	5.564572372242369,
	-1.3505328380855348,
	-2.23213374472065,
	-7.238376360067533
	],
	"33": [
	2.704940080225626,
	1.319900437098221,
	-0.46651342911513727,
	-6.638589165009115
	],
	"34": [
	2.6239025231099715,
	1.835258340343074,
	-0.1842942179935218,
	-7.459146797707761
	],
	"35": [
	4.9310865491779845,
	-1.037157907525647,
	-3.564095383436939,
	0.30970342128608597
	],
	"36": [
	4.5415923066762955,
	-0.9423585587372717,
	-4.500360701871254,
	0.3062694311543153
	],
	"37": [
	4.1882786072786065,
	-0.9521776573106053,
	-5.454632411863811,
	0.3560190487884787
	],
	"38": [
	6.344629621103221,
	-2.0354319769841656,
	-4.005016116744239,
	0.8644713248978525
	],
	"39": [
	2.469182170564441,
	1.330086664512506,
	-2.244057670308274,
	-6.374412488864386
	],
	"40": [
	2.358787044513191,
	1.5249428671597356,
	-2.9956205688335724,
	-6.989443536292987
	],
	"41": [
	2.2738915965355644,
	1.760450200109951,
	-3.7133768628576,
	-7.64347269598108
	],
	"42": [
	2.060079990455206,
	2.0584320928013136,
	-4.392535233517992,
	-8.298392759203958
	],
	"43": [
	2.2775496327818403,
	1.3945937860274569,
	-1.331710929650698,
	-4.708218372043686
	],
	"44": [
	2.114028058850155,
	1.594603214721781,
	-0.9057479736931595,
	-3.8177240498083314
	],
	"45": [
	2.41597390105157,
	3.2337988492933936,
	-3.2510105253977604,
	-5.168149168045772
	],
	"46": [
	2.7372926984920234,
	4.098470294527082,
	-3.6286238334260896,
	-5.3530905412441525
	],
	"47": [
	1.6348914751502557,
	1.8197156491178237,
	-3.5194155870023174,
	-4.434273876334306
	],
	"48": [
	1.1806312352957185,
	1.3270678799893554,
	-4.00457825946246,
	-3.90054910994343
	],
	"49": [
	6.887408511394449,
	-2.495086259791085,
	-4.347404839040231,
	0.22202880265683209
	],
	"50": [
	7.3982270039571745,
	-3.0385934302012485,
	-4.70221419499278,
	-0.3646133148604562
	],
	"51": [
	6.933296534873572,
	-1.4025199599046394,
	-4.286093967516686,
	1.305296467654222
	],
	"52": [
	7.48004505587943,
	-0.7661601336384078,
	-4.629718899838444,
	1.7552608034056851
	],
	"53": [
	8.00765950055518,
	-0.08124752486225643,
	-4.961451201919786,
	2.179935329916433
	],
	"54": [
	6.133967084089212,
	-2.7515990716845744,
	-4.188581013621049,
	1.526773709883065
	]
	},
	"crowding_gamma_min_search_tolerance": 0.005,
	"crowding_gamma_min_search_history": [
	{
	"gamma": 0.01,
	"admissible": false,
	"realized_separation_ratio": 0.010348088896825529
	},
	{
	"gamma": 1.0,
	"admissible": true,
	"realized_separation_ratio": 1.0346607835075368
	},
	{
	"gamma": 0.505,
	"admissible": true,
	"realized_separation_ratio": 0.5225577663360738
	},
	{
	"gamma": 0.2575,
	"admissible": true,
	"realized_separation_ratio": 0.2664604831758698
	},
	{
	"gamma": 0.13375,
	"admissible": true,
	"realized_separation_ratio": 0.13840529512182068
	},
	{
	"gamma": 0.07187500000000001,
	"admissible": false,
	"realized_separation_ratio": 0.07437682857662187
	},
	{
	"gamma": 0.1028125,
	"admissible": true,
	"realized_separation_ratio": 0.10639111060943304
	},
	{
	"gamma": 0.08734375,
	"admissible": true,
	"realized_separation_ratio": 0.09038397996267791
	},
	{
	"gamma": 0.07960937500000001,
	"admissible": false,
	"realized_separation_ratio": 0.08238040663380652
	},
	{
	"gamma": 0.0834765625,
	"admissible": true,
	"realized_separation_ratio": 0.08638219391784119
	}
	],
	"crowding_gamma_min_search_iterations": 10,
	"crowding_gamma_min_search_bracket": [
	0.07960937500000001,
	0.0834765625
	],
	"crowding_relative_budget_definition": "gamma = 1 - r * (1 - gamma_min)",
	"requested_noise_ratio": 0.068573131604513,
	"realized_noise_ratio": 0.068573131604513,
	"max_admissible_noise_ratio_after_crowding": 0.15278521838901846,
	"requested_crowding_r": 0.04961186670470844,
	"realized_crowding_r": 0.04961186670470844,
	"staged_generation_order": "topology -> max-separation embedding -> admissible thickness -> thickness-constrained crowding -> clearance-capped noise -> sampling",
	"tube_no_overlap_required_centerline_clearance": 0.35879085794260485,
	"tube_no_overlap_post_crowding_margin": 0.6424187839160587,
	"tube_no_overlap_satisfied": true,
	"tube_no_overlap_constraint_active": true,
	"max_admissible_tube_radius_after_crowding": 0.35345855772030577,
	"realized_tube_radius_budget_fraction": 0.0912388880050696,
	"point_cloud_params": {
	"feature_scale": 1.0,
	"sampling_density_per_feature": 17.041873831610662,
	"noise_ratio": 0.068573131604513,
	"sigma": 0.068573131604513,
	"embedding_dimension": 4,
	"include_node_points": true,
	"include_junction_points": true,
	"node_tube_sampling_policy": "edge_tubes_only_except_isolated_nodes",
	"min_points_per_edge": 2,
	"density_jitter_ratio_range": [
	0.0,
	0.15
	],
	"endpoint_sampling_mode": "include",
	"feature_thickness_ratio": 0.032249165762276405,
	"feature_thickness_radius": 0.032249165762276405,
	"tube_sampling_mode": "solid"
	},
	"num_clean_points": 1190,
	"num_edge_sampled_points": 1135,
	"num_node_sampled_points": 55,
	"point_component_id": [
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0,
	0
	],
	"component_point_ids": [
	[
	0,
	1,
	2,
	3,
	4,
	5,
	6,
	7,
	8,
	9,
	10,
	11,
	12,
	13,
	14,
	15,
	16,
	17,
	18,
	19,
	20,
	21,
	22,
	23,
	24,
	25,
	26,
	27,
	28,
	29,
	30,
	31,
	32,
	33,
	34,
	35,
	36,
	37,
	38,
	39,
	40,
	41,
	42,
	43,
	44,
	45,
	46,
	47,
	48,
	49,
	50,
	51,
	52,
	53,
	54,
	55,
	56,
	57,
	58,
	59,
	60,
	61,
	62,
	63,
	64,
	65,
	66,
	67,
	68,
	69,
	70,
	71,
	72,
	73,
	74,
	75,
	76,
	77,
	78,
	79,
	80,
	81,
	82,
	83,
	84,
	85,
	86,
	87,
	88,
	89,
	90,
	91,
	92,
	93,
	94,
	95,
	96,
	97,
	98,
	99,
	100,
	101,
	102,
	103,
	104,
	105,
	106,
	107,
	108,
	109,
	110,
	111,
	112,
	113,
	114,
	115,
	116,
	117,
	118,
	119,
	120,
	121,
	122,
	123,
	124,
	125,
	126,
	127,
	128,
	129,
	130,
	131,
	132,
	133,
	134,
	135,
	136,
	137,
	138,
	139,
	140,
	141,
	142,
	143,
	144,
	145,
	146,
	147,
	148,
	149,
	150,
	151,
	152,
	153,
	154,
	155,
	156,
	157,
	158,
	159,
	160,
	161,
	162,
	163,
	164,
	165,
	166,
	167,
	168,
	169,
	170,
	171,
	172,
	173,
	174,
	175,
	176,
	177,
	178,
	179,
	180,
	181,
	182,
	183,
	184,
	185,
	186,
	187,
	188,
	189,
	190,
	191,
	192,
	193,
	194,
	195,
	196,
	197,
	198,
	199,
	200,
	201,
	202,
	203,
	204,
	205,
	206,
	207,
	208,
	209,
	210,
	211,
	212,
	213,
	214,
	215,
	216,
	217,
	218,
	219,
	220,
	221,
	222,
	223,
	224,
	225,
	226,
	227,
	228,
	229,
	230,
	231,
	232,
	233,
	234,
	235,
	236,
	237,
	238,
	239,
	240,
	241,
	242,
	243,
	244,
	245,
	246,
	247,
	248,
	249,
	250,
	251,
	252,
	253,
	254,
	255,
	256,
	257,
	258,
	259,
	260,
	261,
	262,
	263,
	264,
	265,
	266,
	267,
	268,
	269,
	270,
	271,
	272,
	273,
	274,
	275,
	276,
	277,
	278,
	279,
	280,
	281,
	282,
	283,
	284,
	285,
	286,
	287,
	288,
	289,
	290,
	291,
	292,
	293,
	294,
	295,
	296,
	297,
	298,
	299,
	300,
	301,
	302,
	303,
	304,
	305,
	306,
	307,
	308,
	309,
	310,
	311,
	312,
	313,
	314,
	315,
	316,
	317,
	318,
	319,
	320,
	321,
	322,
	323,
	324,
	325,
	326,
	327,
	328,
	329,
	330,
	331,
	332,
	333,
	334,
	335,
	336,
	337,
	338,
	339,
	340,
	341,
	342,
	343,
	344,
	345,
	346,
	347,
	348,
	349,
	350,
	351,
	352,
	353,
	354,
	355,
	356,
	357,
	358,
	359,
	360,
	361,
	362,
	363,
	364,
	365,
	366,
	367,
	368,
	369,
	370,
	371,
	372,
	373,
	374,
	375,
	376,
	377,
	378,
	379,
	380,
	381,
	382,
	383,
	384,
	385,
	386,
	387,
	388,
	389,
	390,
	391,
	392,
	393,
	394,
	395,
	396,
	397,
	398,
	399,
	400,
	401,
	402,
	403,
	404,
	405,
	406,
	407,
	408,
	409,
	410,
	411,
	412,
	413,
	414,
	415,
	416,
	417,
	418,
	419,
	420,
	421,
	422,
	423,
	424,
	425,
	426,
	427,
	428,
	429,
	430,
	431,
	432,
	433,
	434,
	435,
	436,
	437,
	438,
	439,
	440,
	441,
	442,
	443,
	444,
	445,
	446,
	447,
	448,
	449,
	450,
	451,
	452,
	453,
	454,
	455,
	456,
	457,
	458,
	459,
	460,
	461,
	462,
	463,
	464,
	465,
	466,
	467,
	468,
	469,
	470,
	471,
	472,
	473,
	474,
	475,
	476,
	477,
	478,
	479,
	480,
	481,
	482,
	483,
	484,
	485,
	486,
	487,
	488,
	489,
	490,
	491,
	492,
	493,
	494,
	495,
	496,
	497,
	498,
	499,
	500,
	501,
	502,
	503,
	504,
	505,
	506,
	507,
	508,
	509,
	510,
	511,
	512,
	513,
	514,
	515,
	516,
	517,
	518,
	519,
	520,
	521,
	522,
	523,
	524,
	525,
	526,
	527,
	528,
	529,
	530,
	531,
	532,
	533,
	534,
	535,
	536,
	537,
	538,
	539,
	540,
	541,
	542,
	543,
	544,
	545,
	546,
	547,
	548,
	549,
	550,
	551,
	552,
	553,
	554,
	555,
	556,
	557,
	558,
	559,
	560,
	561,
	562,
	563,
	564,
	565,
	566,
	567,
	568,
	569,
	570,
	571,
	572,
	573,
	574,
	575,
	576,
	577,
	578,
	579,
	580,
	581,
	582,
	583,
	584,
	585,
	586,
	587,
	588,
	589,
	590,
	591,
	592,
	593,
	594,
	595,
	596,
	597,
	598,
	599,
	600,
	601,
	602,
	603,
	604,
	605,
	606,
	607,
	608,
	609,
	610,
	611,
	612,
	613,
	614,
	615,
	616,
	617,
	618,
	619,
	620,
	621,
	622,
	623,
	624,
	625,
	626,
	627,
	628,
	629,
	630,
	631,
	632,
	633,
	634,
	635,
	636,
	637,
	638,
	639,
	640,
	641,
	642,
	643,
	644,
	645,
	646,
	647,
	648,
	649,
	650,
	651,
	652,
	653,
	654,
	655,
	656,
	657,
	658,
	659,
	660,
	661,
	662,
	663,
	664,
	665,
	666,
	667,
	668,
	669,
	670,
	671,
	672,
	673,
	674,
	675,
	676,
	677,
	678,
	679,
	680,
	681,
	682,
	683,
	684,
	685,
	686,
	687,
	688,
	689,
	690,
	691,
	692,
	693,
	694,
	695,
	696,
	697,
	698,
	699,
	700,
	701,
	702,
	703,
	704,
	705,
	706,
	707,
	708,
	709,
	710,
	711,
	712,
	713,
	714,
	715,
	716,
	717,
	718,
	719,
	720,
	721,
	722,
	723,
	724,
	725,
	726,
	727,
	728,
	729,
	730,
	731,
	732,
	733,
	734,
	735,
	736,
	737,
	738,
	739,
	740,
	741,
	742,
	743,
	744,
	745,
	746,
	747,
	748,
	749,
	750,
	751,
	752,
	753,
	754,
	755,
	756,
	757,
	758,
	759,
	760,
	761,
	762,
	763,
	764,
	765,
	766,
	767,
	768,
	769,
	770,
	771,
	772,
	773,
	774,
	775,
	776,
	777,
	778,
	779,
	780,
	781,
	782,
	783,
	784,
	785,
	786,
	787,
	788,
	789,
	790,
	791,
	792,
	793,
	794,
	795,
	796,
	797,
	798,
	799,
	800,
	801,
	802,
	803,
	804,
	805,
	806,
	807,
	808,
	809,
	810,
	811,
	812,
	813,
	814,
	815,
	816,
	817,
	818,
	819,
	820,
	821,
	822,
	823,
	824,
	825,
	826,
	827,
	828,
	829,
	830,
	831,
	832,
	833,
	834,
	835,
	836,
	837,
	838,
	839,
	840,
	841,
	842,
	843,
	844,
	845,
	846,
	847,
	848,
	849,
	850,
	851,
	852,
	853,
	854,
	855,
	856,
	857,
	858,
	859,
	860,
	861,
	862,
	863,
	864,
	865,
	866,
	867,
	868,
	869,
	870,
	871,
	872,
	873,
	874,
	875,
	876,
	877,
	878,
	879,
	880,
	881,
	882,
	883,
	884,
	885,
	886,
	887,
	888,
	889,
	890,
	891,
	892,
	893,
	894,
	895,
	896,
	897,
	898,
	899,
	900,
	901,
	902,
	903,
	904,
	905,
	906,
	907,
	908,
	909,
	910,
	911,
	912,
	913,
	914,
	915,
	916,
	917,
	918,
	919,
	920,
	921,
	922,
	923,
	924,
	925,
	926,
	927,
	928,
	929,
	930,
	931,
	932,
	933,
	934,
	935,
	936,
	937,
	938,
	939,
	940,
	941,
	942,
	943,
	944,
	945,
	946,
	947,
	948,
	949,
	950,
	951,
	952,
	953,
	954,
	955,
	956,
	957,
	958,
	959,
	960,
	961,
	962,
	963,
	964,
	965,
	966,
	967,
	968,
	969,
	970,
	971,
	972,
	973,
	974,
	975,
	976,
	977,
	978,
	979,
	980,
	981,
	982,
	983,
	984,
	985,
	986,
	987,
	988,
	989,
	990,
	991,
	992,
	993,
	994,
	995,
	996,
	997,
	998,
	999,
	1000,
	1001,
	1002,
	1003,
	1004,
	1005,
	1006,
	1007,
	1008,
	1009,
	1010,
	1011,
	1012,
	1013,
	1014,
	1015,
	1016,
	1017,
	1018,
	1019,
	1020,
	1021,
	1022,
	1023,
	1024,
	1025,
	1026,
	1027,
	1028,
	1029,
	1030,
	1031,
	1032,
	1033,
	1034,
	1035,
	1036,
	1037,
	1038,
	1039,
	1040,
	1041,
	1042,
	1043,
	1044,
	1045,
	1046,
	1047,
	1048,
	1049,
	1050,
	1051,
	1052,
	1053,
	1054,
	1055,
	1056,
	1057,
	1058,
	1059,
	1060,
	1061,
	1062,
	1063,
	1064,
	1065,
	1066,
	1067,
	1068,
	1069,
	1070,
	1071,
	1072,
	1073,
	1074,
	1075,
	1076,
	1077,
	1078,
	1079,
	1080,
	1081,
	1082,
	1083,
	1084,
	1085,
	1086,
	1087,
	1088,
	1089,
	1090,
	1091,
	1092,
	1093,
	1094,
	1095,
	1096,
	1097,
	1098,
	1099,
	1100,
	1101,
	1102,
	1103,
	1104,
	1105,
	1106,
	1107,
	1108,
	1109,
	1110,
	1111,
	1112,
	1113,
	1114,
	1115,
	1116,
	1117,
	1118,
	1119,
	1120,
	1121,
	1122,
	1123,
	1124,
	1125,
	1126,
	1127,
	1128,
	1129,
	1130,
	1131,
	1132,
	1133,
	1134,
	1135,
	1136,
	1137,
	1138,
	1139,
	1140,
	1141,
	1142,
	1143,
	1144,
	1145,
	1146,
	1147,
	1148,
	1149,
	1150,
	1151,
	1152,
	1153,
	1154,
	1155,
	1156,
	1157,
	1158,
	1159,
	1160,
	1161,
	1162,
	1163,
	1164,
	1165,
	1166,
	1167,
	1168,
	1169,
	1170,
	1171,
	1172,
	1173,
	1174,
	1175,
	1176,
	1177,
	1178,
	1179,
	1180,
	1181,
	1182,
	1183,
	1184,
	1185,
	1186,
	1187,
	1188,
	1189
	]
	],
	"nearest_feature_changed_rate": 0.13361344537815126,
	"nonincident_feature_confusion_rate": 0.07899159663865546,
	"cross_component_confusion_rate": 0.0,
	"noise_overlap_quality_pass": true,
	"noise_overlap_quality_thresholds": {
	"nonincident_feature_confusion_rate": 0.12,
	"cross_component_confusion_rate": 0.03
	},
	"num_points_evaluated_for_noise_confusion": 1190,
	"num_nearest_feature_changes": 159,
	"num_nonincident_feature_confusions": 94,
	"num_cross_component_confusions": 0,
	"sample_id": 15,
	"difficulty": "full",
	"difficulty_coordinate": {
	"noise_ratio": 0.068573131604513,
	"crowding_r": 0.04961186670470844,
	"sampling_density_per_feature": 17.041873831610662,
	"feature_thickness_ratio": 0.4549965508146894,
	"num_components": 1,
	"requested_embedding_dimension": 4
	},
	"realized_geometry": {
	"realized_separation_to_feature_scale": 1.0012096418586636,
	"realized_absolute_hardness": 0.9987918196069128,
	"crowding_gamma": 0.9545295613870088,
	"crowding_gamma_min": 0.0834765625,
	"feature_thickness_radius": 0.032249165762276405,
	"feature_thickness_budget": 0.4549965508146894,
	"effective_max_tube_radius_for_sampling": 0.07087782468797399,
	"max_admissible_tube_radius_before_crowding": 0.07087782468797399,
	"cycle_hole_radius_cap": 0.07087782468797399,
	"cycle_hole_radius_fraction": 0.2,
	"requested_noise_ratio": 0.068573131604513,
	"realized_noise_ratio": 0.068573131604513,
	"max_admissible_noise_ratio_after_crowding": 0.15278521838901846,
	"requested_crowding_r": 0.04961186670470844,
	"realized_crowding_r": 0.04961186670470844,
	"thickness_aware_min_required_clearance": 0.08449833152455281,
	"thickness_clearance_noise_margin": 0.274292526418052,
	"minimum_realized_component_gap": Infinity
	},
	"graph_summary": {
	"num_nodes": 55,
	"num_edges": 57,
	"num_components": 1,
	"num_clean_points": 1190,
	"topology_classes": [
	"branchy_cycle"
	]
	},
	"seed_bundle": {
	"point_cloud_seed": 348665641,
	"component_seed_bundles": [
	{
	"topology_seed": 962453431,
	"branch_seed": 46638087,
	"embedding_seed": 17805380,
	"topology_class": "branchy_cycle"
	}
	]
	},
	"scheduled_normalized_axes": {
	"noise_ratio": 0.2698507311361833,
	"crowding_r": 0.0826864445078474,
	"sampling_density_per_feature": 0.37014540318089945,
	"feature_thickness_ratio": 0.009084637844889948
	},
	"scheduled_vector_magnitude": 0.23278026942849206,
	"scheduled_sample_rank": 15,
	"actual_normalized_axes": {
	"noise_ratio": 0.2698507311361833,
	"crowding_r": 0.0826864445078474,
	"sampling_density_per_feature": 0.37014540318089945,
	"feature_thickness_ratio": 0.009084637844889948
	},
	"actual_difficulty_coordinate": [
	0.068573131604513,
	0.04961186670470844,
	17.041873831610662,
	0.4549965508146894
	],
	"difficulty_relaxation_factor": 1.0
	}