[cell-done] 3 files @ 2026-06-16T11:46:28.641933+00:00
Browse files
checkpoints/e1_synth__torch_mlp__seed0__a0.1/mlp.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 252382
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a0aac9731978a2c726dfc14ba3d33ddc8a08aa7b1bcc5f9060f6ca2a1bd1d580
|
| 3 |
size 252382
|
manifest.json
CHANGED
|
@@ -47,7 +47,11 @@
|
|
| 47 |
"diabetes_readmission__tabpfn__seed2__a0.1": {
|
| 48 |
"finished": "2026-06-16T09:38:46.627859+00:00",
|
| 49 |
"secs": 111.4
|
|
|
|
|
|
|
|
|
|
|
|
|
| 50 |
}
|
| 51 |
},
|
| 52 |
-
"updated": "2026-06-
|
| 53 |
}
|
|
|
|
| 47 |
"diabetes_readmission__tabpfn__seed2__a0.1": {
|
| 48 |
"finished": "2026-06-16T09:38:46.627859+00:00",
|
| 49 |
"secs": 111.4
|
| 50 |
+
},
|
| 51 |
+
"e1_synth__torch_mlp__seed0__a0.1": {
|
| 52 |
+
"finished": "2026-06-16T11:46:28.640525+00:00",
|
| 53 |
+
"secs": 7.9
|
| 54 |
}
|
| 55 |
},
|
| 56 |
+
"updated": "2026-06-16T11:46:28.640558+00:00"
|
| 57 |
}
|
results/e1_synth__torch_mlp__seed0__a0.1.json
CHANGED
|
@@ -4,97 +4,122 @@
|
|
| 4 |
"backbone": "torch_mlp",
|
| 5 |
"seed": 0,
|
| 6 |
"alpha": 0.1,
|
| 7 |
-
"n_train":
|
| 8 |
-
"n_cal":
|
| 9 |
-
"n_test":
|
| 10 |
"methods": {
|
| 11 |
"split_lac": {
|
| 12 |
-
"coverage": 0.
|
| 13 |
-
"set_size": 1.
|
| 14 |
-
"worst_group_coverage": 0.
|
| 15 |
"group_coverage": {
|
| 16 |
-
"0": 0.
|
| 17 |
-
"1": 0.
|
| 18 |
-
"2": 0.
|
| 19 |
-
"3": 0.
|
|
|
|
|
|
|
|
|
|
|
|
|
| 20 |
}
|
| 21 |
},
|
| 22 |
-
"
|
| 23 |
-
"coverage": 0.
|
| 24 |
-
"set_size": 1.
|
| 25 |
-
"worst_group_coverage": 0.
|
| 26 |
"group_coverage": {
|
| 27 |
-
"0": 0.
|
| 28 |
-
"1":
|
| 29 |
"2": 1.0,
|
| 30 |
-
"3": 1.0
|
|
|
|
|
|
|
|
|
|
|
|
|
| 31 |
}
|
| 32 |
},
|
| 33 |
"mondrian": {
|
| 34 |
-
"coverage": 0.
|
| 35 |
-
"set_size": 1.
|
| 36 |
-
"worst_group_coverage": 0.
|
| 37 |
"group_coverage": {
|
| 38 |
-
"0": 0.
|
| 39 |
-
"1": 0.
|
| 40 |
-
"2": 0.
|
| 41 |
-
"3": 0.
|
|
|
|
|
|
|
|
|
|
|
|
|
| 42 |
}
|
| 43 |
},
|
| 44 |
"clustered": {
|
| 45 |
-
"coverage": 0.
|
| 46 |
-
"set_size": 1.
|
| 47 |
-
"worst_group_coverage": 0.
|
| 48 |
"group_coverage": {
|
| 49 |
-
"0": 0.
|
| 50 |
-
"1": 0.
|
| 51 |
-
"2": 0.
|
| 52 |
-
"3": 0.
|
|
|
|
|
|
|
|
|
|
|
|
|
| 53 |
}
|
| 54 |
},
|
| 55 |
"crc": {
|
| 56 |
-
"fnr": 0.
|
| 57 |
"group_fnr": {
|
| 58 |
-
"0": 0.
|
| 59 |
-
"1": 0.
|
| 60 |
-
"2": 0.
|
| 61 |
-
"3": 0.
|
|
|
|
|
|
|
|
|
|
|
|
|
| 62 |
},
|
|
|
|
| 63 |
"decision_curve": {
|
| 64 |
-
"0.05": 0.
|
| 65 |
-
"0.1": 0.
|
| 66 |
-
"0.15": 0.
|
| 67 |
-
"0.2": 0.
|
| 68 |
-
"0.25": 0.
|
| 69 |
-
"0.3": 0.
|
| 70 |
-
"0.35": 0.
|
| 71 |
-
"0.4": 0.
|
| 72 |
-
"0.45": 0.
|
| 73 |
-
"0.5": 0.
|
| 74 |
}
|
| 75 |
},
|
| 76 |
"groupsafe": {
|
| 77 |
-
"fnr": 0.
|
| 78 |
"group_fnr": {
|
| 79 |
-
"0": 0.
|
| 80 |
-
"1": 0.
|
| 81 |
-
"2": 0.
|
| 82 |
-
"3": 0.
|
|
|
|
|
|
|
|
|
|
|
|
|
| 83 |
},
|
| 84 |
-
"worst_group_fnr": 0.
|
| 85 |
"abstain_rate": 0.0,
|
| 86 |
-
"ece": 0.
|
| 87 |
"decision_curve": {
|
| 88 |
-
"0.05": 0.
|
| 89 |
-
"0.1": 0.
|
| 90 |
-
"0.15": 0.
|
| 91 |
-
"0.2": 0.
|
| 92 |
-
"0.25": 0.
|
| 93 |
-
"0.3": 0.
|
| 94 |
-
"0.35": 0.
|
| 95 |
-
"0.4": 0.
|
| 96 |
-
"0.45": 0.
|
| 97 |
-
"0.5": 0.
|
| 98 |
}
|
| 99 |
}
|
| 100 |
}
|
|
|
|
| 4 |
"backbone": "torch_mlp",
|
| 5 |
"seed": 0,
|
| 6 |
"alpha": 0.1,
|
| 7 |
+
"n_train": 4000,
|
| 8 |
+
"n_cal": 2000,
|
| 9 |
+
"n_test": 2000,
|
| 10 |
"methods": {
|
| 11 |
"split_lac": {
|
| 12 |
+
"coverage": 0.9025,
|
| 13 |
+
"set_size": 1.273,
|
| 14 |
+
"worst_group_coverage": 0.75,
|
| 15 |
"group_coverage": {
|
| 16 |
+
"0": 0.8878357030015798,
|
| 17 |
+
"1": 0.929384965831435,
|
| 18 |
+
"2": 0.9285714285714286,
|
| 19 |
+
"3": 0.890295358649789,
|
| 20 |
+
"4": 0.910958904109589,
|
| 21 |
+
"5": 0.8484848484848485,
|
| 22 |
+
"6": 0.8636363636363636,
|
| 23 |
+
"7": 0.75
|
| 24 |
}
|
| 25 |
},
|
| 26 |
+
"split_raps": {
|
| 27 |
+
"coverage": 0.997,
|
| 28 |
+
"set_size": 1.9745,
|
| 29 |
+
"worst_group_coverage": 0.9931506849315068,
|
| 30 |
"group_coverage": {
|
| 31 |
+
"0": 0.995260663507109,
|
| 32 |
+
"1": 0.9954441913439636,
|
| 33 |
"2": 1.0,
|
| 34 |
+
"3": 1.0,
|
| 35 |
+
"4": 0.9931506849315068,
|
| 36 |
+
"5": 1.0,
|
| 37 |
+
"6": 1.0,
|
| 38 |
+
"7": 1.0
|
| 39 |
}
|
| 40 |
},
|
| 41 |
"mondrian": {
|
| 42 |
+
"coverage": 0.9085,
|
| 43 |
+
"set_size": 1.28,
|
| 44 |
+
"worst_group_coverage": 0.8585858585858586,
|
| 45 |
"group_coverage": {
|
| 46 |
+
"0": 0.9004739336492891,
|
| 47 |
+
"1": 0.9043280182232346,
|
| 48 |
+
"2": 0.9232804232804233,
|
| 49 |
+
"3": 0.890295358649789,
|
| 50 |
+
"4": 0.9383561643835616,
|
| 51 |
+
"5": 0.8585858585858586,
|
| 52 |
+
"6": 1.0,
|
| 53 |
+
"7": 1.0
|
| 54 |
}
|
| 55 |
},
|
| 56 |
"clustered": {
|
| 57 |
+
"coverage": 0.9035,
|
| 58 |
+
"set_size": 1.2695,
|
| 59 |
+
"worst_group_coverage": 0.8181818181818182,
|
| 60 |
"group_coverage": {
|
| 61 |
+
"0": 0.8894154818325435,
|
| 62 |
+
"1": 0.908883826879271,
|
| 63 |
+
"2": 0.9312169312169312,
|
| 64 |
+
"3": 0.890295358649789,
|
| 65 |
+
"4": 0.910958904109589,
|
| 66 |
+
"5": 0.8181818181818182,
|
| 67 |
+
"6": 1.0,
|
| 68 |
+
"7": 1.0
|
| 69 |
}
|
| 70 |
},
|
| 71 |
"crc": {
|
| 72 |
+
"fnr": 0.10287443267776097,
|
| 73 |
"group_fnr": {
|
| 74 |
+
"0": 0.026845637583892617,
|
| 75 |
+
"1": 0.09565217391304348,
|
| 76 |
+
"2": 0.05384615384615385,
|
| 77 |
+
"3": 0.12149532710280374,
|
| 78 |
+
"4": 0.14492753623188406,
|
| 79 |
+
"5": 0.2708333333333333,
|
| 80 |
+
"6": 0.19230769230769232,
|
| 81 |
+
"7": 0.29411764705882354
|
| 82 |
},
|
| 83 |
+
"worst_group_fnr": 0.29411764705882354,
|
| 84 |
"decision_curve": {
|
| 85 |
+
"0.05": 0.28310526315789475,
|
| 86 |
+
"0.1": 0.2682222222222222,
|
| 87 |
+
"0.15": 0.2515882352941176,
|
| 88 |
+
"0.2": 0.232875,
|
| 89 |
+
"0.25": 0.21166666666666667,
|
| 90 |
+
"0.3": 0.1874285714285714,
|
| 91 |
+
"0.35": 0.15946153846153843,
|
| 92 |
+
"0.4": 0.1268333333333333,
|
| 93 |
+
"0.45": 0.08827272727272728,
|
| 94 |
+
"0.5": 0.04199999999999998
|
| 95 |
}
|
| 96 |
},
|
| 97 |
"groupsafe": {
|
| 98 |
+
"fnr": 0.10892586989409984,
|
| 99 |
"group_fnr": {
|
| 100 |
+
"0": 0.11409395973154363,
|
| 101 |
+
"1": 0.1391304347826087,
|
| 102 |
+
"2": 0.06923076923076923,
|
| 103 |
+
"3": 0.11214953271028037,
|
| 104 |
+
"4": 0.08695652173913043,
|
| 105 |
+
"5": 0.1875,
|
| 106 |
+
"6": 0.07692307692307693,
|
| 107 |
+
"7": 0.058823529411764705
|
| 108 |
},
|
| 109 |
+
"worst_group_fnr": 0.1875,
|
| 110 |
"abstain_rate": 0.0,
|
| 111 |
+
"ece": 0.07506807944178581,
|
| 112 |
"decision_curve": {
|
| 113 |
+
"0.05": 0.2849736842105263,
|
| 114 |
+
"0.1": 0.27438888888888885,
|
| 115 |
+
"0.15": 0.26255882352941173,
|
| 116 |
+
"0.2": 0.24924999999999997,
|
| 117 |
+
"0.25": 0.23416666666666666,
|
| 118 |
+
"0.3": 0.21692857142857142,
|
| 119 |
+
"0.35": 0.1970384615384615,
|
| 120 |
+
"0.4": 0.1738333333333333,
|
| 121 |
+
"0.45": 0.1464090909090909,
|
| 122 |
+
"0.5": 0.11349999999999999
|
| 123 |
}
|
| 124 |
}
|
| 125 |
}
|