Upload tail-threshold latest48 source tables and summaries

.gitattributes

@@ -26,3 +26,4 @@ evaluation/query_family/subgroup/data/subgroup_query_rows.csv filter=lfs diff=lf
 evaluation/query_family/subgroup/support3_analysis/query_support3_rows.csv filter=lfs diff=lfs merge=lfs -text
 evaluation/query_family/conditional/breakdown/data/conditional_query_rows.csv filter=lfs diff=lfs merge=lfs -text
 evaluation/query_family/missingness/review_strict_pairwise/data/strict_pairwise_pair_scores.csv filter=lfs diff=lfs merge=lfs -text
+evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/summaries/tail_threshold_asset_scores__all_datasets.csv filter=lfs diff=lfs merge=lfs -text

evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/manifest.json

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+  "run_tag": "20260505_latest48_keyset_tail_threshold",
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+  "source_run_dir": null,
+  "figure_count": 15,
+  "figures": [
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\01_global_tail_vs_head_proxy.png",
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\02_global_tail_submetrics.png",
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\03_tail_score_distribution_boxplot.png",
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\04_threshold_key_diagnostics.png",
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\05_model_threshold_heatmap.png",
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\06_model_fragility_bar.png",
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\07_dataset_threshold_heatmap.png",
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\08_prefix_threshold_lines.png",
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\09_representative_dataset_grid.png",
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\representatives\\c5_model_lines.png",
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\representatives\\c15_model_lines.png",
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\representatives\\m10_model_lines.png",
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\representatives\\m12_model_lines.png",
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\representatives\\n14_model_lines.png",
+    "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\Evaluation\\tail_threshold\\runs\\20260505_latest48_keyset_tail_threshold\\figures\\representatives\\n8_model_lines.png"
+  ]
+}

evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/summaries/tail_threshold_asset_scores__all_datasets.csv

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evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/dataset_threshold_summary.csv

@@ -0,0 +1,481 @@
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evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/global_threshold_summary.csv

@@ -0,0 +1,11 @@
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evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/model_fragility_summary.csv

@@ -0,0 +1,15 @@
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+0.399255,10%,0.052742,0.052742,0.055926,0.049684,tabsyn,TabSyn,0.5%,0.349571,0.049684,0.346513,0.001%,0.1%,0.343329,0.055926,0.346513,0.343329,0.349571,0.399255,0.346513,0.343329,0.349571,0.399255
+0.383605,10%,0.058077,0.058077,0.074245,0.075273,tvae,TVAE,0.5%,0.308332,0.075273,0.325528,0.001%,0.1%,0.30936,0.074245,0.325528,0.30936,0.308332,0.383605,0.325528,0.30936,0.308332,0.383605

evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/model_threshold_summary.csv

@@ -0,0 +1,141 @@
+asset_count,head_proxy_overall_score,model_id,model_label,tail_anchor_coverage,tail_concentration_consistency,tail_head_gap,tail_mass_similarity,tail_overall_score,tail_ratio,tail_set_consistency,threshold_label,threshold_pct
+51,0.831607,arf,ARF,0.718954,0.717648,0.382927,0.461725,0.44868,1e-05,0.166667,0.001%,0.001
+51,0.831604,arf,ARF,0.737808,0.715089,0.372389,0.494342,0.459216,0.0001,0.168216,0.01%,0.01
+51,0.831572,arf,ARF,0.75677,0.682867,0.360769,0.55237,0.470802,0.001,0.177171,0.1%,0.1
+51,0.83145,arf,ARF,0.778594,0.673808,0.328915,0.624157,0.502535,0.005,0.20964,0.5%,0.5
+51,0.830695,arf,ARF,0.781776,0.671807,0.324749,0.646706,0.505946,0.01,0.199325,1%,1.0
+51,0.821405,arf,ARF,0.84951,0.709839,0.227241,0.790038,0.594164,0.1,0.282616,10%,10.0
+51,0.829685,arf,ARF,0.801484,0.659583,0.317578,0.649622,0.512108,0.02,0.227118,2%,2.0
+51,0.827716,arf,ARF,0.807028,0.663189,0.284652,0.702651,0.543064,0.04,0.263351,4%,4.0
+51,0.82566,arf,ARF,0.827663,0.685105,0.275294,0.724191,0.550365,0.06,0.2418,6%,6.0
+51,0.822781,arf,ARF,0.84007,0.6986,0.249334,0.759313,0.573447,0.08,0.262429,8%,8.0
+51,0.852761,bayesnet,BayesNet,0.836601,0.68379,0.346758,0.574414,0.506003,1e-05,0.259804,0.001%,0.001
+51,0.85276,bayesnet,BayesNet,0.811086,0.672828,0.361929,0.53765,0.490831,0.0001,0.262015,0.01%,0.01
+51,0.852708,bayesnet,BayesNet,0.784775,0.640292,0.378281,0.535703,0.474427,0.001,0.247287,0.1%,0.1
+51,0.852478,bayesnet,BayesNet,0.777255,0.625376,0.371189,0.544297,0.481289,0.005,0.274195,0.5%,0.5
+51,0.85138,bayesnet,BayesNet,0.794727,0.614318,0.359916,0.570233,0.491463,0.01,0.289839,1%,1.0
+51,0.826901,bayesnet,BayesNet,0.840183,0.647705,0.31045,0.629777,0.516451,0.1,0.27187,10%,10.0
+51,0.849365,bayesnet,BayesNet,0.802909,0.574947,0.38011,0.550002,0.469254,0.02,0.282815,2%,2.0
+51,0.844351,bayesnet,BayesNet,0.803834,0.592666,0.377412,0.525645,0.466939,0.04,0.282506,4%,4.0
+51,0.83869,bayesnet,BayesNet,0.819207,0.623251,0.34716,0.56704,0.49153,0.06,0.284298,6%,6.0
+51,0.833527,bayesnet,BayesNet,0.829105,0.634986,0.336877,0.590182,0.49665,0.08,0.264781,8%,8.0
+47,0.049572,cdtd,CDTD,0.021277,0.11273,0.011995,0.0,0.037577,1e-05,0.0,0.001%,0.001
+47,0.049572,cdtd,CDTD,0.021277,0.107835,0.013627,0.0,0.035945,0.0001,0.0,0.01%,0.01
+47,0.049574,cdtd,CDTD,0.021277,0.09762,0.017034,0.0,0.03254,0.001,0.0,0.1%,0.1
+47,0.049582,cdtd,CDTD,0.021277,0.094485,0.018087,0.0,0.031495,0.005,0.0,0.5%,0.5
+47,0.049597,cdtd,CDTD,0.021277,0.10249,0.015433,0.0,0.034164,0.01,0.0,1%,1.0
+47,0.048138,cdtd,CDTD,0.008182,0.09998,0.014812,0.0,0.033327,0.1,0.0,10%,10.0
+47,0.048807,cdtd,CDTD,0.010638,0.102999,0.014474,0.0,0.034333,0.02,0.0,2%,2.0
+47,0.048032,cdtd,CDTD,0.01773,0.106663,0.012478,0.0,0.035554,0.04,0.0,4%,4.0
+47,0.047973,cdtd,CDTD,0.012852,0.112701,0.010406,0.0,0.037567,0.06,0.0,6%,6.0
+47,0.04808,cdtd,CDTD,0.009907,0.108015,0.012076,0.0,0.036005,0.08,0.0,8%,8.0
+3,0.064607,codi,CoDi,0.0,0.0,0.064607,0.0,0.0,1e-05,0.0,0.001%,0.001
+3,0.064607,codi,CoDi,0.0,0.0,0.064607,0.0,0.0,0.0001,0.0,0.01%,0.01
+3,0.06461,codi,CoDi,0.0,0.0,0.06461,0.0,0.0,0.001,0.0,0.1%,0.1
+3,0.064627,codi,CoDi,0.0,0.0,0.064627,0.0,0.0,0.005,0.0,0.5%,0.5
+3,0.064652,codi,CoDi,0.0,0.0,0.064652,0.0,0.0,0.01,0.0,1%,1.0
+3,0.065238,codi,CoDi,0.0,0.0,0.065238,0.0,0.0,0.1,0.0,10%,10.0
+3,0.064704,codi,CoDi,0.0,0.0,0.064704,0.0,0.0,0.02,0.0,2%,2.0
+3,0.06482,codi,CoDi,0.0,0.0,0.06482,0.0,0.0,0.04,0.0,4%,4.0
+3,0.064944,codi,CoDi,0.0,0.0,0.064944,0.0,0.0,0.06,0.0,6%,6.0
+3,0.065092,codi,CoDi,0.0,0.0,0.065092,0.0,0.0,0.08,0.0,8%,8.0
+49,0.802982,ctgan,CTGAN,0.795918,0.663559,0.458859,0.287177,0.344123,1e-05,0.081633,0.001%,0.001
+49,0.802978,ctgan,CTGAN,0.798535,0.640455,0.459686,0.306539,0.343292,0.0001,0.082882,0.01%,0.01
+49,0.802943,ctgan,CTGAN,0.818109,0.616362,0.464441,0.308606,0.338502,0.001,0.090539,0.1%,0.1
+49,0.802713,ctgan,CTGAN,0.796918,0.576044,0.483855,0.31066,0.318857,0.005,0.069868,0.5%,0.5
+49,0.801502,ctgan,CTGAN,0.78608,0.547526,0.473299,0.324594,0.328203,0.01,0.112487,1%,1.0
+49,0.779292,ctgan,CTGAN,0.794649,0.554326,0.361887,0.536704,0.417405,0.1,0.161184,10%,10.0
+49,0.799823,ctgan,CTGAN,0.784163,0.534945,0.470152,0.337902,0.329671,0.02,0.116166,2%,2.0
+49,0.795105,ctgan,CTGAN,0.768044,0.532419,0.441524,0.396189,0.353581,0.04,0.132134,4%,4.0
+49,0.790422,ctgan,CTGAN,0.78256,0.551297,0.409153,0.454093,0.38127,0.06,0.138419,6%,6.0
+49,0.784876,ctgan,CTGAN,0.789286,0.550149,0.384956,0.491709,0.39992,0.08,0.157902,8%,8.0
+27,0.633126,forestdiffusion,ForestDiffusion,0.62963,0.555925,0.290619,0.397523,0.342507,1e-05,0.074074,0.001%,0.001
+27,0.633126,forestdiffusion,ForestDiffusion,0.62963,0.555925,0.290619,0.397523,0.342507,0.0001,0.074074,0.01%,0.01
+27,0.63313,forestdiffusion,ForestDiffusion,0.62963,0.517584,0.303403,0.397523,0.329727,0.001,0.074074,0.1%,0.1
+27,0.633156,forestdiffusion,ForestDiffusion,0.62963,0.496135,0.310336,0.397523,0.32282,0.005,0.0748,0.5%,0.5
+27,0.632777,forestdiffusion,ForestDiffusion,0.638889,0.487444,0.315403,0.389566,0.317374,0.01,0.075111,1%,1.0
+27,0.617507,forestdiffusion,ForestDiffusion,0.694365,0.523831,0.207855,0.564716,0.409651,0.1,0.140407,10%,10.0
+27,0.631692,forestdiffusion,ForestDiffusion,0.677469,0.513084,0.288145,0.442619,0.343548,0.02,0.074941,2%,2.0
+27,0.628849,forestdiffusion,ForestDiffusion,0.654075,0.49814,0.251552,0.499605,0.377297,0.04,0.134145,4%,4.0
+27,0.627002,forestdiffusion,ForestDiffusion,0.654167,0.494772,0.246782,0.50388,0.38022,0.06,0.142009,6%,6.0
+27,0.622526,forestdiffusion,ForestDiffusion,0.676015,0.524105,0.21931,0.54758,0.403216,0.08,0.137962,8%,8.0
+32,0.041398,goggle,GOGGLE,0.0,0.091601,0.010864,0.0,0.030534,1e-05,0.0,0.001%,0.001
+32,0.04053,goggle,GOGGLE,0.0,0.082334,0.013086,0.0,0.027445,0.0001,0.0,0.01%,0.01
+32,0.040536,goggle,GOGGLE,0.0,0.065682,0.018642,0.0,0.021894,0.001,0.0,0.1%,0.1
+32,0.040561,goggle,GOGGLE,0.0,0.056073,0.02187,0.0,0.018691,0.005,0.0,0.5%,0.5
+32,0.040593,goggle,GOGGLE,0.0,0.049604,0.024059,0.0,0.016535,0.01,0.0,1%,1.0
+32,0.039966,goggle,GOGGLE,0.006626,0.049776,0.023374,0.0,0.016592,0.1,0.0,10%,10.0
+32,0.04066,goggle,GOGGLE,0.0,0.051104,0.023626,0.0,0.017035,0.02,0.0,2%,2.0
+32,0.039567,goggle,GOGGLE,0.015625,0.066482,0.017407,0.0,0.022161,0.04,0.0,4%,4.0
+32,0.039694,goggle,GOGGLE,0.010921,0.060451,0.019544,0.0,0.02015,0.06,0.0,6%,6.0
+32,0.039822,goggle,GOGGLE,0.008194,0.056766,0.020899,0.0,0.018922,0.08,0.0,8%,8.0
+47,0.909919,realtabformer,RealTabFormer,0.673759,0.765107,0.405809,0.534457,0.50411,1e-05,0.212766,0.001%,0.001
+47,0.909918,realtabformer,RealTabFormer,0.674645,0.757069,0.403759,0.541549,0.506159,0.0001,0.219858,0.01%,0.01
+47,0.909891,realtabformer,RealTabFormer,0.694796,0.734145,0.401123,0.567091,0.508769,0.001,0.225071,0.1%,0.1
+47,0.909854,realtabformer,RealTabFormer,0.705956,0.748914,0.380271,0.617578,0.529583,0.005,0.222257,0.5%,0.5
+47,0.909602,realtabformer,RealTabFormer,0.689495,0.730435,0.393188,0.608641,0.516414,0.01,0.210167,1%,1.0
+47,0.896796,realtabformer,RealTabFormer,0.762937,0.760151,0.270684,0.789192,0.626112,0.1,0.328994,10%,10.0
+47,0.908868,realtabformer,RealTabFormer,0.709801,0.729516,0.373794,0.666378,0.535075,0.02,0.20933,2%,2.0
+47,0.906697,realtabformer,RealTabFormer,0.735266,0.746778,0.339886,0.681236,0.566811,0.04,0.272419,4%,4.0
+47,0.903944,realtabformer,RealTabFormer,0.75042,0.749902,0.303237,0.759714,0.600707,0.06,0.292504,6%,6.0
+47,0.901333,realtabformer,RealTabFormer,0.760391,0.75587,0.284782,0.781154,0.616551,0.08,0.312629,8%,8.0
+32,0.71937,tabbyflow,TabbyFlow,0.71875,0.560616,0.331259,0.478715,0.38811,1e-05,0.125,0.001%,0.001
+32,0.719369,tabbyflow,TabbyFlow,0.71875,0.560616,0.331258,0.478715,0.38811,0.0001,0.125,0.01%,0.01
+32,0.719357,tabbyflow,TabbyFlow,0.730208,0.557408,0.33544,0.484965,0.383916,0.001,0.109375,0.1%,0.1
+32,0.719384,tabbyflow,TabbyFlow,0.746007,0.573018,0.324071,0.481683,0.395313,0.005,0.131236,0.5%,0.5
+32,0.718088,tabbyflow,TabbyFlow,0.729174,0.562178,0.318097,0.484417,0.39999,0.01,0.153377,1%,1.0
+32,0.698533,tabbyflow,TabbyFlow,0.716095,0.573205,0.240132,0.592314,0.458401,0.1,0.209685,10%,10.0
+32,0.715707,tabbyflow,TabbyFlow,0.733667,0.562826,0.278273,0.505517,0.437434,0.02,0.243958,2%,2.0
+32,0.711249,tabbyflow,TabbyFlow,0.720012,0.556293,0.272983,0.530457,0.438265,0.04,0.228047,4%,4.0
+32,0.707331,tabbyflow,TabbyFlow,0.71061,0.559624,0.266186,0.577916,0.441146,0.06,0.185896,6%,6.0
+32,0.701138,tabbyflow,TabbyFlow,0.711575,0.564937,0.245648,0.566898,0.455489,0.08,0.234633,8%,8.0
+40,0.578774,tabddpm,TabDDPM,0.425,0.633074,0.254039,0.266131,0.324735,1e-05,0.075,0.001%,0.001
+40,0.578774,tabddpm,TabDDPM,0.425,0.633074,0.254039,0.266131,0.324735,0.0001,0.075,0.01%,0.01
+40,0.57877,tabddpm,TabDDPM,0.408333,0.632377,0.254268,0.266131,0.324502,0.001,0.075,0.1%,0.1
+40,0.57871,tabddpm,TabDDPM,0.401923,0.577748,0.266082,0.285136,0.312628,0.005,0.075,0.5%,0.5
+40,0.578468,tabddpm,TabDDPM,0.40778,0.541875,0.275385,0.292373,0.303083,0.01,0.075,1%,1.0
+40,0.557948,tabddpm,TabDDPM,0.53287,0.423413,0.215928,0.467307,0.34202,0.1,0.135341,10%,10.0
+40,0.577662,tabddpm,TabDDPM,0.465514,0.506248,0.259029,0.327796,0.318633,0.02,0.121856,2%,2.0
+40,0.573327,tabddpm,TabDDPM,0.471303,0.482751,0.254325,0.355171,0.319002,0.04,0.119084,4%,4.0
+40,0.570693,tabddpm,TabDDPM,0.494958,0.424579,0.26614,0.363611,0.304553,0.06,0.125468,6%,6.0
+40,0.566452,tabddpm,TabDDPM,0.509177,0.43463,0.238158,0.407558,0.328294,0.08,0.142694,8%,8.0
+18,0.772634,tabdiff,TabDiff,0.944444,0.832094,0.187067,0.535717,0.585567,1e-05,0.388889,0.001%,0.001
+18,0.772634,tabdiff,TabDiff,0.944444,0.832094,0.187067,0.535717,0.585567,0.0001,0.388889,0.01%,0.01
+18,0.772626,tabdiff,TabDiff,0.944444,0.832094,0.193232,0.535717,0.579394,0.001,0.37037,0.1%,0.1
+18,0.772549,tabdiff,TabDiff,0.931624,0.81098,0.206556,0.531443,0.565993,0.005,0.355556,0.5%,0.5
+18,0.771932,tabdiff,TabDiff,0.929487,0.794181,0.180643,0.539439,0.591289,0.01,0.440248,1%,1.0
+18,0.760715,tabdiff,TabDiff,0.81763,0.733433,0.155452,0.693556,0.605263,0.1,0.388801,10%,10.0
+18,0.770124,tabdiff,TabDiff,0.919935,0.787065,0.170109,0.496669,0.600015,0.02,0.516311,2%,2.0
+18,0.771459,tabdiff,TabDiff,0.878491,0.759702,0.203374,0.508511,0.568085,0.04,0.436042,4%,4.0
+18,0.76534,tabdiff,TabDiff,0.831745,0.726777,0.145911,0.644197,0.61943,0.06,0.487316,6%,6.0
+18,0.761825,tabdiff,TabDiff,0.8345,0.733636,0.138299,0.690316,0.623526,0.08,0.446626,8%,8.0
+41,0.81854,tabpfgen,TabPFGen,0.707317,0.720596,0.36316,0.474813,0.45538,1e-05,0.170732,0.001%,0.001
+41,0.818541,tabpfgen,TabPFGen,0.723577,0.706082,0.376128,0.474813,0.442412,0.0001,0.146341,0.01%,0.01
+41,0.818516,tabpfgen,TabPFGen,0.740154,0.670798,0.374969,0.514651,0.443546,0.001,0.145191,0.1%,0.1
+41,0.818362,tabpfgen,TabPFGen,0.770698,0.629588,0.365802,0.564936,0.45256,0.005,0.163157,0.5%,0.5
+41,0.817713,tabpfgen,TabPFGen,0.756929,0.626177,0.37502,0.570255,0.442694,0.01,0.131649,1%,1.0
+41,0.79574,tabpfgen,TabPFGen,0.851574,0.7024,0.21101,0.750896,0.584729,0.1,0.300891,10%,10.0
+41,0.815695,tabpfgen,TabPFGen,0.781603,0.637817,0.315638,0.651639,0.500057,0.02,0.210713,2%,2.0
+41,0.811734,tabpfgen,TabPFGen,0.789468,0.644326,0.302595,0.66051,0.509139,0.04,0.222582,4%,4.0
+41,0.806858,tabpfgen,TabPFGen,0.820568,0.67268,0.269722,0.680497,0.537136,0.06,0.258233,6%,6.0
+41,0.802454,tabpfgen,TabPFGen,0.834956,0.688032,0.247167,0.704193,0.555287,0.08,0.273637,8%,8.0
+58,0.652318,tabsyn,TabSyn,0.603448,0.576193,0.305805,0.359899,0.346513,1e-05,0.103448,0.001%,0.001
+58,0.652318,tabsyn,TabSyn,0.591954,0.569624,0.304163,0.371393,0.348155,0.0001,0.103448,0.01%,0.01
+58,0.652327,tabsyn,TabSyn,0.587356,0.562616,0.308998,0.363922,0.343329,0.001,0.103448,0.1%,0.1
+58,0.652389,tabsyn,TabSyn,0.59219,0.547334,0.302817,0.378967,0.349571,0.005,0.122414,0.5%,0.5
+58,0.65158,tabsyn,TabSyn,0.587357,0.547899,0.285523,0.39711,0.366057,0.01,0.153161,1%,1.0
+58,0.637456,tabsyn,TabSyn,0.609007,0.48674,0.2382,0.531399,0.399255,0.1,0.179627,10%,10.0
+58,0.649989,tabsyn,TabSyn,0.591208,0.532684,0.285951,0.391444,0.364038,0.02,0.167984,2%,2.0
+58,0.646989,tabsyn,TabSyn,0.590209,0.493509,0.27446,0.440286,0.372529,0.04,0.183793,4%,4.0
+58,0.644425,tabsyn,TabSyn,0.597202,0.482329,0.274324,0.45185,0.3701,0.06,0.176123,6%,6.0
+58,0.640587,tabsyn,TabSyn,0.60428,0.482212,0.248823,0.504965,0.391764,0.08,0.188115,8%,8.0
+50,0.772697,tvae,TVAE,0.52,0.667339,0.447169,0.269245,0.325528,1e-05,0.04,0.001%,0.001
+50,0.772695,tvae,TVAE,0.513333,0.652444,0.447688,0.282578,0.325008,0.0001,0.04,0.01%,0.01
+50,0.772704,tvae,TVAE,0.514593,0.586264,0.463344,0.293727,0.30936,0.001,0.048089,0.1%,0.1
+50,0.772789,tvae,TVAE,0.517692,0.556147,0.464458,0.325389,0.308332,0.005,0.04346,0.5%,0.5
+50,0.772665,tvae,TVAE,0.505589,0.552038,0.457587,0.350316,0.315078,0.01,0.042878,1%,1.0
+50,0.754748,tvae,TVAE,0.660283,0.492412,0.371143,0.530751,0.383605,0.1,0.127653,10%,10.0
+50,0.772077,tvae,TVAE,0.574359,0.483277,0.46954,0.376589,0.302537,0.02,0.047744,2%,2.0
+50,0.766789,tvae,TVAE,0.606667,0.49715,0.43699,0.426699,0.329799,0.04,0.065547,4%,4.0
+50,0.763347,tvae,TVAE,0.635436,0.491951,0.412032,0.451464,0.351315,0.06,0.11053,6%,6.0
+50,0.759079,tvae,TVAE,0.652029,0.485381,0.395993,0.484333,0.363086,0.08,0.119543,8%,8.0

evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/prefix_threshold_summary.csv

@@ -0,0 +1,31 @@
+asset_count,dataset_prefix,head_proxy_overall_score,tail_anchor_coverage,tail_concentration_consistency,tail_head_gap,tail_mass_similarity,tail_overall_score,tail_ratio,tail_set_consistency,threshold_label,threshold_pct
+205,c,0.583076,0.487805,0.519314,0.265179,0.294133,0.317897,1e-05,0.140244,0.001%,0.001
+205,c,0.582939,0.489228,0.508168,0.268249,0.293727,0.31469,0.0001,0.142176,0.01%,0.01
+205,c,0.582904,0.492963,0.484976,0.262098,0.329368,0.320805,0.001,0.148071,0.1%,0.1
+205,c,0.582777,0.495265,0.485534,0.254572,0.347336,0.328204,0.005,0.151743,0.5%,0.5
+205,c,0.582423,0.496601,0.489103,0.241297,0.365217,0.341126,0.01,0.169057,1%,1.0
+205,c,0.569918,0.533309,0.464737,0.178472,0.455384,0.391446,0.1,0.254217,10%,10.0
+205,c,0.581522,0.52029,0.481188,0.218132,0.395863,0.36339,0.02,0.21312,2%,2.0
+205,c,0.579068,0.528333,0.47766,0.205673,0.407538,0.373395,0.04,0.234986,4%,4.0
+205,c,0.575498,0.526251,0.468371,0.196917,0.421608,0.378581,0.06,0.245763,6%,6.0
+205,c,0.572994,0.533309,0.467297,0.18594,0.44059,0.387054,0.08,0.253276,8%,8.0
+140,m,0.674612,0.607143,0.592381,0.325007,0.285004,0.349605,1e-05,0.171429,0.001%,0.001
+140,m,0.674611,0.607143,0.586745,0.329266,0.285004,0.345345,0.0001,0.164286,0.01%,0.01
+140,m,0.674613,0.610714,0.543502,0.346918,0.285004,0.327695,0.001,0.154578,0.1%,0.1
+140,m,0.674545,0.62381,0.487433,0.356949,0.306007,0.317596,0.005,0.159347,0.5%,0.5
+140,m,0.674247,0.606764,0.456913,0.367881,0.305692,0.306365,0.01,0.156492,1%,1.0
+140,m,0.66475,0.657116,0.484865,0.269588,0.484404,0.395162,0.1,0.216216,10%,10.0
+140,m,0.672677,0.619762,0.440094,0.371628,0.29643,0.301048,0.02,0.166621,2%,2.0
+140,m,0.670856,0.597851,0.42984,0.361503,0.303713,0.309354,0.04,0.194509,4%,4.0
+140,m,0.670208,0.629902,0.452935,0.323989,0.38846,0.34622,0.06,0.197264,6%,6.0
+140,m,0.667442,0.640776,0.469398,0.293266,0.438782,0.374175,0.08,0.214346,8%,8.0
+201,n,0.721838,0.646766,0.638634,0.333205,0.457613,0.388633,1e-05,0.069652,0.001%,0.001
+201,n,0.721837,0.642812,0.631804,0.33104,0.469987,0.390796,0.0001,0.070598,0.01%,0.01
+201,n,0.721833,0.645009,0.621389,0.336477,0.464081,0.385357,0.001,0.0706,0.1%,0.1
+201,n,0.721859,0.643101,0.611687,0.327191,0.489179,0.394668,0.005,0.083138,0.5%,0.5
+201,n,0.720855,0.644684,0.602469,0.323815,0.498816,0.39704,0.01,0.089836,1%,1.0
+201,n,0.699548,0.702429,0.594715,0.25345,0.637582,0.446098,0.1,0.105996,10%,10.0
+201,n,0.719482,0.660123,0.58294,0.319325,0.521568,0.400156,0.02,0.095961,2%,2.0
+201,n,0.714645,0.67647,0.589117,0.295894,0.576049,0.418751,0.04,0.091086,4%,4.0
+201,n,0.710469,0.685153,0.588428,0.28683,0.586641,0.423639,0.06,0.095847,6%,6.0
+201,n,0.70518,0.694158,0.592756,0.271463,0.606526,0.433717,0.08,0.101869,8%,8.0

evaluation/tail/tail_threshold_runs/20260505_latest48_keyset_tail_threshold/tables/representative_datasets.csv

@@ -0,0 +1,7 @@
+anchor_tail_score,anchor_threshold_label,anchor_to_rarest_fragility_drop,dataset_id,dataset_prefix,fragility_10_to_0_001,fragility_10_to_0_1,fragility_10_to_0_5,primary_comparison_label,primary_comparison_tail_score,primary_fragility_drop,rarest_tail_score,rarest_threshold_label,secondary_comparison_label,secondary_comparison_tail_score,secondary_fragility_drop,selection_kind,selection_reason,tail_0_001pct,tail_0_1pct,tail_0_5pct,tail_10pct,tail_at_0_001,tail_at_0_1,tail_at_0_5,tail_at_10
+0.54443,10%,0.240868,c5,c,0.240868,0.240868,0.240868,0.5%,0.303562,0.240868,0.303562,0.001%,0.1%,0.303562,0.240868,fragility,largest drop from 10% to 0.5%,0.303562,0.303562,0.303562,0.54443,0.303562,0.303562,0.303562,0.54443
+0.14356,10%,0.025971,c15,c,0.025971,-0.014156,-0.056247,0.5%,0.199807,-0.056247,0.117589,0.001%,0.1%,0.157716,-0.014156,hardness,lowest tail score already at 10%,0.117589,0.157716,0.199807,0.14356,0.117589,0.157716,0.199807,0.14356
+0.496202,10%,0.146374,m10,m,0.146374,0.153562,0.18075,0.5%,0.315452,0.18075,0.349828,0.001%,0.1%,0.34264,0.153562,fragility,largest drop from 10% to 0.5%,0.349828,0.34264,0.315452,0.496202,0.349828,0.34264,0.315452,0.496202
+0.058157,10%,-0.181401,m12,m,-0.181401,-0.135704,-0.069319,0.5%,0.127476,-0.069319,0.239558,0.001%,0.1%,0.193861,-0.135704,hardness,lowest tail score already at 10%,0.239558,0.193861,0.127476,0.058157,0.239558,0.193861,0.127476,0.058157
+0.248144,10%,0.174535,n14,n,0.174535,0.174535,0.176351,0.5%,0.071793,0.176351,0.073609,0.001%,0.1%,0.073609,0.174535,fragility,largest drop from 10% to 0.5%,0.073609,0.073609,0.071793,0.248144,0.073609,0.073609,0.071793,0.248144
+0.051674,10%,-0.042771,n8,n,-0.042771,-0.017031,0.032081,0.5%,0.019593,0.032081,0.094445,0.001%,0.1%,0.068705,-0.017031,hardness,lowest tail score already at 10%,0.094445,0.068705,0.019593,0.051674,0.094445,0.068705,0.019593,0.051674