Shanmuk4622 commited on
Commit
e2176bf
·
verified ·
1 Parent(s): 1a712fb

[cell-done] 5 files @ 2026-06-17T05:35:05.340107+00:00

Browse files
checkpoints/diabetes_readmission__torch_mlp__seed1__a0.2/mlp.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:abece317df87ea264cdabcbc606af6002db347aedc473ce367c5c6f7d4a4cd26
3
+ size 637982
checkpoints/diabetes_readmission__torch_mlp__seed2__a0.05/mlp.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:374ba423a7cdbdbfbde87b6be8e49f6a08ab03212aa4f660dc9eee7076bdb740
3
+ size 637982
manifest.json CHANGED
@@ -215,7 +215,15 @@
215
  "diabetes_readmission__torch_mlp__seed1__a0.05": {
216
  "finished": "2026-06-17T05:33:26.830743+00:00",
217
  "secs": 49.7
 
 
 
 
 
 
 
 
218
  }
219
  },
220
- "updated": "2026-06-17T05:33:26.830780+00:00"
221
  }
 
215
  "diabetes_readmission__torch_mlp__seed1__a0.05": {
216
  "finished": "2026-06-17T05:33:26.830743+00:00",
217
  "secs": 49.7
218
+ },
219
+ "diabetes_readmission__torch_mlp__seed1__a0.2": {
220
+ "finished": "2026-06-17T05:34:17.088510+00:00",
221
+ "secs": 49.2
222
+ },
223
+ "diabetes_readmission__torch_mlp__seed2__a0.05": {
224
+ "finished": "2026-06-17T05:35:05.335445+00:00",
225
+ "secs": 48.2
226
  }
227
  },
228
+ "updated": "2026-06-17T05:35:05.335468+00:00"
229
  }
results/diabetes_readmission__torch_mlp__seed1__a0.2.json ADDED
@@ -0,0 +1,180 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "key": "diabetes_readmission__torch_mlp__seed1__a0.2",
3
+ "dataset": "diabetes_readmission",
4
+ "backbone": "torch_mlp",
5
+ "seed": 1,
6
+ "alpha": 0.2,
7
+ "n_train": 50883,
8
+ "n_cal": 25441,
9
+ "n_test": 25442,
10
+ "methods": {
11
+ "split_lac": {
12
+ "coverage": 0.8017058407357912,
13
+ "set_size": 1.0389906453895135,
14
+ "worst_group_coverage": 0.7846430713857229,
15
+ "group_coverage": {
16
+ "0": 0.8210290827740492,
17
+ "1": 0.8104374520337683,
18
+ "2": 0.8308984660336012,
19
+ "3": 0.787993085022788,
20
+ "4": 0.789079822616408,
21
+ "5": 0.8012820512820513,
22
+ "6": 0.7846430713857229,
23
+ "7": 0.8113612004287245,
24
+ "8": 0.873015873015873,
25
+ "9": 0.9125,
26
+ "10": 0.8703703703703703,
27
+ "11": 0.8537735849056604,
28
+ "12": 0.7908745247148289,
29
+ "13": 0.8902439024390244,
30
+ "14": 0.805668016194332,
31
+ "15": 0.8057324840764332,
32
+ "17": 1.0
33
+ }
34
+ },
35
+ "split_raps": {
36
+ "coverage": 1.0,
37
+ "set_size": 2.0,
38
+ "worst_group_coverage": 1.0,
39
+ "group_coverage": {
40
+ "0": 1.0,
41
+ "1": 1.0,
42
+ "2": 1.0,
43
+ "3": 1.0,
44
+ "4": 1.0,
45
+ "5": 1.0,
46
+ "6": 1.0,
47
+ "7": 1.0,
48
+ "8": 1.0,
49
+ "9": 1.0,
50
+ "10": 1.0,
51
+ "11": 1.0,
52
+ "12": 1.0,
53
+ "13": 1.0,
54
+ "14": 1.0,
55
+ "15": 1.0,
56
+ "17": 1.0
57
+ }
58
+ },
59
+ "mondrian": {
60
+ "coverage": 0.8041427560726357,
61
+ "set_size": 1.043746560804968,
62
+ "worst_group_coverage": 0.7408906882591093,
63
+ "group_coverage": {
64
+ "0": 0.7930648769574944,
65
+ "1": 0.8012279355333844,
66
+ "2": 0.8089846603360117,
67
+ "3": 0.8043375766148043,
68
+ "4": 0.8043237250554324,
69
+ "5": 0.8183760683760684,
70
+ "6": 0.7996400719856028,
71
+ "7": 0.8102893890675241,
72
+ "8": 0.8624338624338624,
73
+ "9": 0.9,
74
+ "10": 0.7685185185185185,
75
+ "11": 0.8349056603773585,
76
+ "12": 0.8098859315589354,
77
+ "13": 0.8536585365853658,
78
+ "14": 0.7408906882591093,
79
+ "15": 0.7993630573248408,
80
+ "17": 1.0
81
+ }
82
+ },
83
+ "clustered": {
84
+ "coverage": 0.8034745696093074,
85
+ "set_size": 1.0423315777061553,
86
+ "worst_group_coverage": 0.7408906882591093,
87
+ "group_coverage": {
88
+ "0": 0.7945563012677107,
89
+ "1": 0.8173445894090561,
90
+ "2": 0.8056975894813733,
91
+ "3": 0.8018230394468018,
92
+ "4": 0.8019678492239468,
93
+ "5": 0.8141025641025641,
94
+ "6": 0.7930413917216557,
95
+ "7": 0.8263665594855305,
96
+ "8": 0.8624338624338624,
97
+ "9": 0.9,
98
+ "10": 0.7777777777777778,
99
+ "11": 0.8301886792452831,
100
+ "12": 0.8060836501901141,
101
+ "13": 0.8536585365853658,
102
+ "14": 0.7408906882591093,
103
+ "15": 0.7993630573248408,
104
+ "17": 1.0
105
+ }
106
+ },
107
+ "crc": {
108
+ "fnr": 0.2045774647887324,
109
+ "group_fnr": {
110
+ "0": 0.23624595469255663,
111
+ "1": 0.16363636363636364,
112
+ "2": 0.27091633466135456,
113
+ "3": 0.17757009345794392,
114
+ "4": 0.19248826291079812,
115
+ "5": 0.14018691588785046,
116
+ "6": 0.1919191919191919,
117
+ "7": 0.21568627450980393,
118
+ "8": 0.3,
119
+ "9": 0.4,
120
+ "10": 0.3,
121
+ "11": 0.26666666666666666,
122
+ "12": 0.3142857142857143,
123
+ "13": 0.16666666666666666,
124
+ "14": 0.28,
125
+ "15": 0.34782608695652173,
126
+ "17": 0.0
127
+ },
128
+ "worst_group_fnr": 0.4,
129
+ "decision_curve": {
130
+ "0.05": 0.05608008307853984,
131
+ "0.1": 0.019735520443011995,
132
+ "0.15": -0.020884873090813272,
133
+ "0.2": -0.06658281581636663,
134
+ "0.25": -0.1183738175719938,
135
+ "0.3": -0.17756353386413917,
136
+ "0.35": -0.24585936035507613,
137
+ "0.4": -0.32553782459450253,
138
+ "0.45": -0.4197032823320065,
139
+ "0.5": -0.5327018316170112
140
+ }
141
+ },
142
+ "groupsafe": {
143
+ "fnr": 0.20774647887323944,
144
+ "group_fnr": {
145
+ "0": 0.20711974110032363,
146
+ "1": 0.23636363636363636,
147
+ "2": 0.22310756972111553,
148
+ "3": 0.2082777036048064,
149
+ "4": 0.19718309859154928,
150
+ "5": 0.16822429906542055,
151
+ "6": 0.22727272727272727,
152
+ "7": 0.2549019607843137,
153
+ "8": 0.2,
154
+ "9": 0.0,
155
+ "10": 0.15,
156
+ "11": 0.06666666666666667,
157
+ "12": 0.3142857142857143,
158
+ "13": 0.0,
159
+ "14": 0.24,
160
+ "15": 0.17391304347826086,
161
+ "17": 0.0
162
+ },
163
+ "worst_group_fnr": 0.3142857142857143,
164
+ "abstain_rate": 0.0,
165
+ "ece": 0.019621095026553223,
166
+ "decision_curve": {
167
+ "0.05": 0.05550085023107253,
168
+ "0.1": 0.01890574640358461,
169
+ "0.15": -0.021994663756548946,
170
+ "0.2": -0.06800762518669916,
171
+ "0.25": -0.12015564814086942,
172
+ "0.3": -0.1797533886599212,
173
+ "0.35": -0.2485200123357501,
174
+ "0.4": -0.3287477399575505,
175
+ "0.45": -0.4235623271469509,
176
+ "0.5": -0.5373398317742316
177
+ }
178
+ }
179
+ }
180
+ }
results/diabetes_readmission__torch_mlp__seed2__a0.05.json ADDED
@@ -0,0 +1,180 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "key": "diabetes_readmission__torch_mlp__seed2__a0.05",
3
+ "dataset": "diabetes_readmission",
4
+ "backbone": "torch_mlp",
5
+ "seed": 2,
6
+ "alpha": 0.05,
7
+ "n_train": 50883,
8
+ "n_cal": 25441,
9
+ "n_test": 25442,
10
+ "methods": {
11
+ "split_lac": {
12
+ "coverage": 0.9482745067211698,
13
+ "set_size": 1.5069176951497523,
14
+ "worst_group_coverage": 0.9295774647887324,
15
+ "group_coverage": {
16
+ "0": 0.9507646400596792,
17
+ "1": 0.9478599221789883,
18
+ "2": 0.949440231130372,
19
+ "3": 0.9461172741679873,
20
+ "4": 0.9498626373626373,
21
+ "5": 0.9377637130801688,
22
+ "6": 0.9463087248322147,
23
+ "7": 0.9524861878453039,
24
+ "8": 0.949438202247191,
25
+ "9": 0.9642857142857143,
26
+ "10": 0.9634703196347032,
27
+ "11": 0.973404255319149,
28
+ "12": 0.9295774647887324,
29
+ "13": 0.9680851063829787,
30
+ "14": 0.9545454545454546,
31
+ "15": 0.9327731092436975,
32
+ "17": 1.0
33
+ }
34
+ },
35
+ "split_raps": {
36
+ "coverage": 1.0,
37
+ "set_size": 2.0,
38
+ "worst_group_coverage": 1.0,
39
+ "group_coverage": {
40
+ "0": 1.0,
41
+ "1": 1.0,
42
+ "2": 1.0,
43
+ "3": 1.0,
44
+ "4": 1.0,
45
+ "5": 1.0,
46
+ "6": 1.0,
47
+ "7": 1.0,
48
+ "8": 1.0,
49
+ "9": 1.0,
50
+ "10": 1.0,
51
+ "11": 1.0,
52
+ "12": 1.0,
53
+ "13": 1.0,
54
+ "14": 1.0,
55
+ "15": 1.0,
56
+ "17": 1.0
57
+ }
58
+ },
59
+ "mondrian": {
60
+ "coverage": 0.9489033880984199,
61
+ "set_size": 1.5134423394387233,
62
+ "worst_group_coverage": 0.9090909090909091,
63
+ "group_coverage": {
64
+ "0": 0.9507646400596792,
65
+ "1": 0.9478599221789883,
66
+ "2": 0.9472733838931022,
67
+ "3": 0.9462757527733756,
68
+ "4": 0.9509615384615384,
69
+ "5": 0.9272151898734177,
70
+ "6": 0.9560707748627212,
71
+ "7": 0.9602209944751381,
72
+ "8": 0.9325842696629213,
73
+ "9": 1.0,
74
+ "10": 0.9634703196347032,
75
+ "11": 0.9787234042553191,
76
+ "12": 0.954225352112676,
77
+ "13": 1.0,
78
+ "14": 0.9090909090909091,
79
+ "15": 0.9299719887955182,
80
+ "17": 1.0
81
+ }
82
+ },
83
+ "clustered": {
84
+ "coverage": 0.9484317270654823,
85
+ "set_size": 1.5080575426460183,
86
+ "worst_group_coverage": 0.9295774647887324,
87
+ "group_coverage": {
88
+ "0": 0.948899664304364,
89
+ "1": 0.9463035019455253,
90
+ "2": 0.9472733838931022,
91
+ "3": 0.9469096671949286,
92
+ "4": 0.951098901098901,
93
+ "5": 0.9419831223628692,
94
+ "6": 0.9487492373398414,
95
+ "7": 0.9546961325966851,
96
+ "8": 0.949438202247191,
97
+ "9": 1.0,
98
+ "10": 0.9497716894977168,
99
+ "11": 0.973404255319149,
100
+ "12": 0.9295774647887324,
101
+ "13": 0.9574468085106383,
102
+ "14": 0.9318181818181818,
103
+ "15": 0.9299719887955182,
104
+ "17": 1.0
105
+ }
106
+ },
107
+ "crc": {
108
+ "fnr": 0.0528355054596689,
109
+ "group_fnr": {
110
+ "0": 0.08710801393728224,
111
+ "1": 0.08264462809917356,
112
+ "2": 0.07575757575757576,
113
+ "3": 0.04263565891472868,
114
+ "4": 0.04363207547169811,
115
+ "5": 0.009433962264150943,
116
+ "6": 0.03684210526315789,
117
+ "7": 0.07446808510638298,
118
+ "8": 0.045454545454545456,
119
+ "9": 0.0,
120
+ "10": 0.0,
121
+ "11": 0.0,
122
+ "12": 0.058823529411764705,
123
+ "13": 0.0,
124
+ "14": 0.1111111111111111,
125
+ "15": 0.10869565217391304,
126
+ "17": 0.0
127
+ },
128
+ "worst_group_fnr": 0.1111111111111111,
129
+ "decision_curve": {
130
+ "0.05": 0.06332049367188114,
131
+ "0.1": 0.016241735013844114,
132
+ "0.15": -0.03637570113337375,
133
+ "0.2": -0.09557031679899379,
134
+ "0.25": -0.1626575478866965,
135
+ "0.3": -0.2393286691297854,
136
+ "0.35": -0.3277953474871957,
137
+ "0.4": -0.4310064722375076,
138
+ "0.45": -0.5529832560333308,
139
+ "0.5": -0.6993553965883186
140
+ }
141
+ },
142
+ "groupsafe": {
143
+ "fnr": 0.0493131384290243,
144
+ "group_fnr": {
145
+ "0": 0.04878048780487805,
146
+ "1": 0.03305785123966942,
147
+ "2": 0.045454545454545456,
148
+ "3": 0.046511627906976744,
149
+ "4": 0.06839622641509434,
150
+ "5": 0.009433962264150943,
151
+ "6": 0.031578947368421054,
152
+ "7": 0.07446808510638298,
153
+ "8": 0.0,
154
+ "9": 0.0,
155
+ "10": 0.0,
156
+ "11": 0.0,
157
+ "12": 0.0,
158
+ "13": 0.0,
159
+ "14": 0.0,
160
+ "15": 0.043478260869565216,
161
+ "17": 0.0
162
+ },
163
+ "worst_group_fnr": 0.07446808510638298,
164
+ "abstain_rate": 0.0,
165
+ "ece": 0.019794629491380167,
166
+ "decision_curve": {
167
+ "0.05": 0.06327911989706204,
168
+ "0.1": 0.015717667199468946,
169
+ "0.15": -0.037439250521370426,
170
+ "0.2": -0.09724078295731467,
171
+ "0.25": -0.1650158530513848,
172
+ "0.3": -0.2424730760160365,
173
+ "0.35": -0.3318467948214038,
174
+ "0.4": -0.43611613342766553,
175
+ "0.45": -0.5593435335987021,
176
+ "0.5": -0.7072164138039462
177
+ }
178
+ }
179
+ }
180
+ }