Add files using upload-large-folder tool
Browse filesThis view is limited to 50 files because it contains too many changes.
See raw diff
- UCI_N4/sandwich/runs/energy-y1/fold_3/result.json +46 -0
- UCI_N4/sandwich/runs/energy-y2/fold_0/result.json +46 -0
- UCI_N4/sandwich/runs/energy-y2/fold_1/result.json +46 -0
- UCI_N4/sandwich/runs/energy-y2/fold_2/result.json +46 -0
- UCI_N4/sandwich/runs/energy-y2/fold_3/result.json +46 -0
- UCI_N4/sandwich/runs/fertility/fold_0/result.json +48 -0
- UCI_N4/sandwich/runs/fertility/fold_1/result.json +48 -0
- UCI_N4/sandwich/runs/fertility/fold_2/result.json +48 -0
- UCI_N4/sandwich/runs/fertility/fold_3/result.json +48 -0
- UCI_N4/sandwich/runs/flags/fold_0/result.json +86 -0
- UCI_N4/sandwich/runs/flags/fold_1/result.json +86 -0
- UCI_N4/sandwich/runs/flags/fold_2/result.json +86 -0
- UCI_N4/sandwich/runs/flags/fold_3/result.json +86 -0
- UCI_N4/sandwich/runs/glass/fold_0/result.json +48 -0
- UCI_N4/sandwich/runs/glass/fold_1/result.json +48 -0
- UCI_N4/sandwich/runs/glass/fold_2/result.json +48 -0
- UCI_N4/sandwich/runs/glass/fold_3/result.json +48 -0
- UCI_N4/sandwich/runs/haberman-survival/fold_0/result.json +36 -0
- UCI_N4/sandwich/runs/haberman-survival/fold_1/result.json +36 -0
- UCI_N4/sandwich/runs/haberman-survival/fold_2/result.json +36 -0
- UCI_N4/sandwich/runs/haberman-survival/fold_3/result.json +36 -0
- UCI_N4/sandwich/runs/hayes-roth/fold_0/result.json +36 -0
- UCI_N4/sandwich/runs/hayes-roth/fold_1/result.json +36 -0
- UCI_N4/sandwich/runs/hayes-roth/fold_2/result.json +36 -0
- UCI_N4/sandwich/runs/hayes-roth/fold_3/result.json +36 -0
- UCI_N4/sandwich/runs/heart-cleveland/fold_0/result.json +56 -0
- UCI_N4/sandwich/runs/heart-cleveland/fold_1/result.json +56 -0
- UCI_N4/sandwich/runs/heart-cleveland/fold_2/result.json +56 -0
- UCI_N4/sandwich/runs/heart-cleveland/fold_3/result.json +56 -0
- UCI_N4/sandwich/runs/heart-hungarian/fold_0/result.json +54 -0
- UCI_N4/sandwich/runs/heart-hungarian/fold_1/result.json +54 -0
- UCI_N4/sandwich/runs/heart-hungarian/fold_2/result.json +54 -0
- UCI_N4/sandwich/runs/heart-hungarian/fold_3/result.json +54 -0
- UCI_N4/sandwich/runs/heart-switzerland/fold_0/result.json +54 -0
- UCI_N4/sandwich/runs/heart-switzerland/fold_1/result.json +54 -0
- UCI_N4/sandwich/runs/heart-switzerland/fold_2/result.json +54 -0
- UCI_N4/sandwich/runs/heart-switzerland/fold_3/result.json +54 -0
- UCI_N4/sandwich/runs/heart-va/fold_0/result.json +54 -0
- UCI_N4/sandwich/runs/heart-va/fold_1/result.json +54 -0
- UCI_N4/sandwich/runs/heart-va/fold_2/result.json +54 -0
- UCI_N4/sandwich/runs/heart-va/fold_3/result.json +54 -0
- UCI_N4/sandwich/runs/hepatitis/fold_0/result.json +68 -0
- UCI_N4/sandwich/runs/hepatitis/fold_1/result.json +68 -0
- UCI_N4/sandwich/runs/hepatitis/fold_2/result.json +68 -0
- UCI_N4/sandwich/runs/hepatitis/fold_3/result.json +68 -0
- UCI_N4/sandwich/runs/hill-valley/fold_0/result.json +230 -0
- UCI_N4/sandwich/runs/hill-valley/fold_1/result.json +230 -0
- UCI_N4/sandwich/runs/hill-valley/fold_2/result.json +230 -0
- UCI_N4/sandwich/runs/hill-valley/fold_3/result.json +230 -0
- UCI_N4/sandwich/runs/horse-colic/fold_0/result.json +80 -0
UCI_N4/sandwich/runs/energy-y1/fold_3/result.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 15,
|
| 3 |
+
"best_val_acc": 0.8596491228070176,
|
| 4 |
+
"test_acc": 0.8874458874458875,
|
| 5 |
+
"train_size": 192,
|
| 6 |
+
"val_size": 114,
|
| 7 |
+
"test_size": 462,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.09306050364583336,
|
| 12 |
+
0.10140363020833336,
|
| 13 |
+
0.038023541666666646,
|
| 14 |
+
0.08051876041666675,
|
| 15 |
+
-0.06245931250000001,
|
| 16 |
+
4.166666664589166e-08,
|
| 17 |
+
0.16615551562499892,
|
| 18 |
+
0.11081956770833301
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"std": [
|
| 22 |
+
[
|
| 23 |
+
1.0103381574343495,
|
| 24 |
+
1.0260340528127347,
|
| 25 |
+
0.9660180839931469,
|
| 26 |
+
0.9757962633490739,
|
| 27 |
+
0.997395236645448,
|
| 28 |
+
0.9993506559221341,
|
| 29 |
+
0.9513965888850403,
|
| 30 |
+
0.9859377713172496
|
| 31 |
+
]
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"width": 32,
|
| 35 |
+
"in_features": 8,
|
| 36 |
+
"out_features": 3,
|
| 37 |
+
"depth": 4,
|
| 38 |
+
"padding": 16,
|
| 39 |
+
"parameters": 1558,
|
| 40 |
+
"cert_evals": {
|
| 41 |
+
"36": 0.8246753215789795,
|
| 42 |
+
"72": 0.7489177584648132,
|
| 43 |
+
"108": 0.6818181872367859,
|
| 44 |
+
"255": 0.18398268520832062
|
| 45 |
+
}
|
| 46 |
+
}
|
UCI_N4/sandwich/runs/energy-y2/fold_0/result.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 22,
|
| 3 |
+
"best_val_acc": 0.9137931034482759,
|
| 4 |
+
"test_acc": 0.8630434782608696,
|
| 5 |
+
"train_size": 192,
|
| 6 |
+
"val_size": 116,
|
| 7 |
+
"test_size": 460,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.0009850791666666432,
|
| 12 |
+
0.010139916666666622,
|
| 13 |
+
0.032173687500000006,
|
| 14 |
+
-0.005650822916666537,
|
| 15 |
+
0.010409885416666669,
|
| 16 |
+
-0.06052093749999998,
|
| 17 |
+
-0.02541311979166509,
|
| 18 |
+
0.0537312500000005
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"std": [
|
| 22 |
+
[
|
| 23 |
+
1.0456101033083376,
|
| 24 |
+
1.0498619980358046,
|
| 25 |
+
0.9456106661428212,
|
| 26 |
+
0.9965179021332218,
|
| 27 |
+
0.999294780375947,
|
| 28 |
+
1.0222397484588055,
|
| 29 |
+
1.030433216371699,
|
| 30 |
+
0.995731298264168
|
| 31 |
+
]
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"width": 32,
|
| 35 |
+
"in_features": 8,
|
| 36 |
+
"out_features": 3,
|
| 37 |
+
"depth": 4,
|
| 38 |
+
"padding": 16,
|
| 39 |
+
"parameters": 1558,
|
| 40 |
+
"cert_evals": {
|
| 41 |
+
"36": 0.8260869383811951,
|
| 42 |
+
"72": 0.7913042902946472,
|
| 43 |
+
"108": 0.7565217018127441,
|
| 44 |
+
"255": 0.4478260576725006
|
| 45 |
+
}
|
| 46 |
+
}
|
UCI_N4/sandwich/runs/energy-y2/fold_1/result.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 11,
|
| 3 |
+
"best_val_acc": 0.8852459016393442,
|
| 4 |
+
"test_acc": 0.8634361233480177,
|
| 5 |
+
"train_size": 192,
|
| 6 |
+
"val_size": 122,
|
| 7 |
+
"test_size": 454,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.07533532916666669,
|
| 12 |
+
-0.059394307291666594,
|
| 13 |
+
-0.017550052083333306,
|
| 14 |
+
-0.04944196875000006,
|
| 15 |
+
0.031229656250000005,
|
| 16 |
+
-0.004655374999999985,
|
| 17 |
+
0.06255218750000145,
|
| 18 |
+
1.1510416676625372e-06
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"std": [
|
| 22 |
+
[
|
| 23 |
+
1.0729275910612097,
|
| 24 |
+
1.0653863321722707,
|
| 25 |
+
0.9433869502795601,
|
| 26 |
+
1.0190501631365936,
|
| 27 |
+
0.998860917431203,
|
| 28 |
+
0.9951670891648171,
|
| 29 |
+
1.0163359360027204,
|
| 30 |
+
1.0396997731000648
|
| 31 |
+
]
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"width": 32,
|
| 35 |
+
"in_features": 8,
|
| 36 |
+
"out_features": 3,
|
| 37 |
+
"depth": 4,
|
| 38 |
+
"padding": 16,
|
| 39 |
+
"parameters": 1558,
|
| 40 |
+
"cert_evals": {
|
| 41 |
+
"36": 0.8215858936309814,
|
| 42 |
+
"72": 0.7819383144378662,
|
| 43 |
+
"108": 0.7511013150215149,
|
| 44 |
+
"255": 0.4162995517253876
|
| 45 |
+
}
|
| 46 |
+
}
|
UCI_N4/sandwich/runs/energy-y2/fold_2/result.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 14,
|
| 3 |
+
"best_val_acc": 0.8688524590163934,
|
| 4 |
+
"test_acc": 0.8788546255506607,
|
| 5 |
+
"train_size": 192,
|
| 6 |
+
"val_size": 122,
|
| 7 |
+
"test_size": 454,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.0004920619791667415,
|
| 12 |
+
0.007242729166666742,
|
| 13 |
+
-0.020474875000000007,
|
| 14 |
+
0.016951052083333352,
|
| 15 |
+
2.3129646346357427e-18,
|
| 16 |
+
0.004655458333333339,
|
| 17 |
+
0.11924057812500127,
|
| 18 |
+
0.06380555208333295
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"std": [
|
| 22 |
+
[
|
| 23 |
+
1.0283618263304504,
|
| 24 |
+
1.0335770524750947,
|
| 25 |
+
0.8923225124501564,
|
| 26 |
+
0.9833589680412395,
|
| 27 |
+
0.9993489999999986,
|
| 28 |
+
1.0280747733173587,
|
| 29 |
+
0.9999909373553216,
|
| 30 |
+
0.955311666538388
|
| 31 |
+
]
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"width": 32,
|
| 35 |
+
"in_features": 8,
|
| 36 |
+
"out_features": 3,
|
| 37 |
+
"depth": 4,
|
| 38 |
+
"padding": 16,
|
| 39 |
+
"parameters": 1558,
|
| 40 |
+
"cert_evals": {
|
| 41 |
+
"36": 0.8325991034507751,
|
| 42 |
+
"72": 0.784140944480896,
|
| 43 |
+
"108": 0.7092510461807251,
|
| 44 |
+
"255": 0.3700440526008606
|
| 45 |
+
}
|
| 46 |
+
}
|
UCI_N4/sandwich/runs/energy-y2/fold_3/result.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 10,
|
| 3 |
+
"best_val_acc": 0.8672566371681416,
|
| 4 |
+
"test_acc": 0.8639308855291576,
|
| 5 |
+
"train_size": 192,
|
| 6 |
+
"val_size": 113,
|
| 7 |
+
"test_size": 463,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.045791585416666704,
|
| 12 |
+
0.053598781249999984,
|
| 13 |
+
0.038023489583333334,
|
| 14 |
+
0.0339023333333334,
|
| 15 |
+
-0.04163954166666667,
|
| 16 |
+
0.013966291666666672,
|
| 17 |
+
0.03909468750000155,
|
| 18 |
+
0.06716386458333357
|
| 19 |
+
]
|
| 20 |
+
],
|
| 21 |
+
"std": [
|
| 22 |
+
[
|
| 23 |
+
1.0190772752310013,
|
| 24 |
+
1.0258162287916472,
|
| 25 |
+
1.0141309105461986,
|
| 26 |
+
1.0041302689502694,
|
| 27 |
+
0.998481132706467,
|
| 28 |
+
0.9782096135772306,
|
| 29 |
+
0.997298911424109,
|
| 30 |
+
1.0244022864972453
|
| 31 |
+
]
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"width": 32,
|
| 35 |
+
"in_features": 8,
|
| 36 |
+
"out_features": 3,
|
| 37 |
+
"depth": 4,
|
| 38 |
+
"padding": 16,
|
| 39 |
+
"parameters": 1558,
|
| 40 |
+
"cert_evals": {
|
| 41 |
+
"36": 0.8142548203468323,
|
| 42 |
+
"72": 0.7624189853668213,
|
| 43 |
+
"108": 0.7041036486625671,
|
| 44 |
+
"255": 0.16630668938159943
|
| 45 |
+
}
|
| 46 |
+
}
|
UCI_N4/sandwich/runs/fertility/fold_0/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 68,
|
| 3 |
+
"best_val_acc": 0.7777777777777778,
|
| 4 |
+
"test_acc": 0.7543859649122807,
|
| 5 |
+
"train_size": 25,
|
| 6 |
+
"val_size": 18,
|
| 7 |
+
"test_size": 57,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.050080199999999984,
|
| 12 |
+
-0.12364147839999998,
|
| 13 |
+
0.14793016000000006,
|
| 14 |
+
-0.32071263999999977,
|
| 15 |
+
0.1791338,
|
| 16 |
+
-0.12053400000000013,
|
| 17 |
+
0.5731312000000003,
|
| 18 |
+
-0.16074628000000002,
|
| 19 |
+
0.03862860000000002
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
1.0236052735742232,
|
| 25 |
+
0.8512034434759349,
|
| 26 |
+
0.8026475169365781,
|
| 27 |
+
0.9000012058569202,
|
| 28 |
+
0.9750796495625166,
|
| 29 |
+
0.7418187080757671,
|
| 30 |
+
0.7460504646830267,
|
| 31 |
+
0.9966002512278438,
|
| 32 |
+
0.8297482471350933
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 2,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 1931,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.7017543911933899,
|
| 44 |
+
"72": 0.5964912176132202,
|
| 45 |
+
"108": 0.4736842215061188,
|
| 46 |
+
"255": 0.035087719559669495
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sandwich/runs/fertility/fold_1/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 23,
|
| 3 |
+
"best_val_acc": 0.7857142857142857,
|
| 4 |
+
"test_acc": 0.8524590163934426,
|
| 5 |
+
"train_size": 25,
|
| 6 |
+
"val_size": 14,
|
| 7 |
+
"test_size": 61,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.08396883999999995,
|
| 12 |
+
0.0741850816,
|
| 13 |
+
-0.08875767999999994,
|
| 14 |
+
0.16035823999999999,
|
| 15 |
+
-0.2985557199999999,
|
| 16 |
+
0.017217679999999954,
|
| 17 |
+
-0.28656639999999994,
|
| 18 |
+
-0.012364960000000034,
|
| 19 |
+
7.200000000029405e-07
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
0.9493769176881722,
|
| 25 |
+
1.0402868069724176,
|
| 26 |
+
1.0846399428755964,
|
| 27 |
+
1.0014288942292522,
|
| 28 |
+
0.95537904,
|
| 29 |
+
1.089027811624688,
|
| 30 |
+
1.008650391054026,
|
| 31 |
+
0.9817617018642958,
|
| 32 |
+
0.9407763787630519
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 2,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 1931,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.6885245442390442,
|
| 44 |
+
"72": 0.6229507923126221,
|
| 45 |
+
"108": 0.4590163826942444,
|
| 46 |
+
"255": 0.032786883413791656
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sandwich/runs/fertility/fold_2/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 15,
|
| 3 |
+
"best_val_acc": 0.85,
|
| 4 |
+
"test_acc": 0.8363636363636363,
|
| 5 |
+
"train_size": 25,
|
| 6 |
+
"val_size": 20,
|
| 7 |
+
"test_size": 55,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.15099352,
|
| 12 |
+
0.04121466079999998,
|
| 13 |
+
0.029586240000000055,
|
| 14 |
+
0.16035823999999999,
|
| 15 |
+
-0.059710959999999924,
|
| 16 |
+
0.29272248000000006,
|
| 17 |
+
0.09552136000000001,
|
| 18 |
+
-0.25966716,
|
| 19 |
+
-0.27897695999999994
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
0.9753651401849921,
|
| 25 |
+
1.00304651742069,
|
| 26 |
+
0.9614305510351658,
|
| 27 |
+
1.001428894229252,
|
| 28 |
+
0.9943900320852971,
|
| 29 |
+
0.9593333711047946,
|
| 30 |
+
0.911221690762852,
|
| 31 |
+
0.8623722386522275,
|
| 32 |
+
0.6562133354788506
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 2,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 1931,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.7636363506317139,
|
| 44 |
+
"72": 0.6909090876579285,
|
| 45 |
+
"108": 0.5636363625526428,
|
| 46 |
+
"255": 0.09090908616781235
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sandwich/runs/fertility/fold_3/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 1,
|
| 3 |
+
"best_val_acc": 0.8181818181818182,
|
| 4 |
+
"test_acc": 0.8125,
|
| 5 |
+
"train_size": 25,
|
| 6 |
+
"val_size": 11,
|
| 7 |
+
"test_size": 64,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.05008016,
|
| 12 |
+
0.16980184160000003,
|
| 13 |
+
0.029586240000000055,
|
| 14 |
+
-0.08017719999999987,
|
| 15 |
+
-0.13932587999999993,
|
| 16 |
+
0.22384639999999986,
|
| 17 |
+
-0.19104464,
|
| 18 |
+
0.23493724,
|
| 19 |
+
-0.28326872000000003
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
0.967192993888714,
|
| 25 |
+
1.0029056548149258,
|
| 26 |
+
0.9614305510351658,
|
| 27 |
+
0.981981821759731,
|
| 28 |
+
0.9879951745516705,
|
| 29 |
+
0.9393450743392652,
|
| 30 |
+
0.9552200000001204,
|
| 31 |
+
1.0881296800000002,
|
| 32 |
+
0.6448658384270962
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 2,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 1931,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.703125,
|
| 44 |
+
"72": 0.59375,
|
| 45 |
+
"108": 0.4375,
|
| 46 |
+
"255": 0.0
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sandwich/runs/flags/fold_0/result.json
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 35,
|
| 3 |
+
"best_val_acc": 0.48148148148148145,
|
| 4 |
+
"test_acc": 0.4369747899159664,
|
| 5 |
+
"train_size": 48,
|
| 6 |
+
"val_size": 27,
|
| 7 |
+
"test_size": 119,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.2352414791666667,
|
| 12 |
+
-0.14561693750000007,
|
| 13 |
+
0.1764680979166667,
|
| 14 |
+
0.11582924333333333,
|
| 15 |
+
0.0278278833333333,
|
| 16 |
+
0.04467812499999988,
|
| 17 |
+
-0.14742766666666676,
|
| 18 |
+
-0.14850950000000007,
|
| 19 |
+
0.10914166666666664,
|
| 20 |
+
0.020176562500000023,
|
| 21 |
+
-0.14527287500000005,
|
| 22 |
+
-0.021462375000000023,
|
| 23 |
+
-0.005958499999999978,
|
| 24 |
+
-0.18136456250000013,
|
| 25 |
+
-0.1484010833333332,
|
| 26 |
+
-0.13407733333333335,
|
| 27 |
+
-0.14238879166666651,
|
| 28 |
+
-0.06353299999999999,
|
| 29 |
+
0.039132958333333315,
|
| 30 |
+
0.23061385416666677,
|
| 31 |
+
0.16322545416666676,
|
| 32 |
+
0.20470881250000014,
|
| 33 |
+
-0.04084762500000006,
|
| 34 |
+
-0.005915999999999931,
|
| 35 |
+
-0.08552499999999989,
|
| 36 |
+
0.003115083333333317,
|
| 37 |
+
-0.00012200000000005262,
|
| 38 |
+
0.016370875000000003
|
| 39 |
+
]
|
| 40 |
+
],
|
| 41 |
+
"std": [
|
| 42 |
+
[
|
| 43 |
+
0.9423798810959939,
|
| 44 |
+
0.9424971000607776,
|
| 45 |
+
1.1257258803436931,
|
| 46 |
+
1.5640772168523231,
|
| 47 |
+
0.9974256598053217,
|
| 48 |
+
1.129307049644929,
|
| 49 |
+
1.052031616542435,
|
| 50 |
+
0.7965270829416287,
|
| 51 |
+
0.9104918487062668,
|
| 52 |
+
0.9984666452987403,
|
| 53 |
+
0.9898063223282548,
|
| 54 |
+
0.9958585433814053,
|
| 55 |
+
1.0008837456871553,
|
| 56 |
+
0.8789136023594675,
|
| 57 |
+
0.8091964732150918,
|
| 58 |
+
0.9827727342487288,
|
| 59 |
+
0.6596688427296609,
|
| 60 |
+
0.858146791992489,
|
| 61 |
+
1.050181614737104,
|
| 62 |
+
1.5175473203808312,
|
| 63 |
+
0.8994410282874392,
|
| 64 |
+
1.317453200121319,
|
| 65 |
+
0.9530138431587623,
|
| 66 |
+
0.994027422565394,
|
| 67 |
+
0.9275008724551151,
|
| 68 |
+
1.0021317232904448,
|
| 69 |
+
0.9667438830883966,
|
| 70 |
+
0.9280632223285767
|
| 71 |
+
]
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"width": 128,
|
| 75 |
+
"in_features": 28,
|
| 76 |
+
"out_features": 8,
|
| 77 |
+
"depth": 4,
|
| 78 |
+
"padding": 56,
|
| 79 |
+
"parameters": 18043,
|
| 80 |
+
"cert_evals": {
|
| 81 |
+
"36": 0.31092438101768494,
|
| 82 |
+
"72": 0.27731093764305115,
|
| 83 |
+
"108": 0.21848741173744202,
|
| 84 |
+
"255": 0.05042017251253128
|
| 85 |
+
}
|
| 86 |
+
}
|
UCI_N4/sandwich/runs/flags/fold_1/result.json
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 15,
|
| 3 |
+
"best_val_acc": 0.5172413793103449,
|
| 4 |
+
"test_acc": 0.4188034188034188,
|
| 5 |
+
"train_size": 48,
|
| 6 |
+
"val_size": 29,
|
| 7 |
+
"test_size": 117,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.19499710416666668,
|
| 12 |
+
-0.0022983958333333797,
|
| 13 |
+
-0.02790886250000002,
|
| 14 |
+
0.11650907499999995,
|
| 15 |
+
-0.06750504166666671,
|
| 16 |
+
-0.11583450000000012,
|
| 17 |
+
-0.10268268750000005,
|
| 18 |
+
0.02775170833333333,
|
| 19 |
+
0.26183579166666643,
|
| 20 |
+
-0.02146237499999999,
|
| 21 |
+
-0.14527287500000005,
|
| 22 |
+
0.27001018749999983,
|
| 23 |
+
-0.10226858333333351,
|
| 24 |
+
0.10011306249999985,
|
| 25 |
+
-0.3313875208333335,
|
| 26 |
+
-0.17088533333333333,
|
| 27 |
+
-0.18737783333333316,
|
| 28 |
+
-0.06353299999999996,
|
| 29 |
+
0.03913295833333332,
|
| 30 |
+
-0.008377395833333351,
|
| 31 |
+
-0.026332812499999955,
|
| 32 |
+
-0.15468943749999978,
|
| 33 |
+
0.07922083333333325,
|
| 34 |
+
0.13755950000000008,
|
| 35 |
+
-0.03367612499999993,
|
| 36 |
+
0.07865360416666665,
|
| 37 |
+
0.0827322729166666,
|
| 38 |
+
-0.1398202291666666
|
| 39 |
+
]
|
| 40 |
+
],
|
| 41 |
+
"std": [
|
| 42 |
+
[
|
| 43 |
+
1.0149211380035321,
|
| 44 |
+
1.0106590573641523,
|
| 45 |
+
0.800987362794606,
|
| 46 |
+
1.5710238762349773,
|
| 47 |
+
0.9911412389198323,
|
| 48 |
+
0.8417359860573123,
|
| 49 |
+
0.7550650019137193,
|
| 50 |
+
0.8454707572998891,
|
| 51 |
+
0.7463117905961775,
|
| 52 |
+
0.9958585433814053,
|
| 53 |
+
0.9898063223282548,
|
| 54 |
+
0.9774069853377493,
|
| 55 |
+
1.0506189728199082,
|
| 56 |
+
1.04374696833814,
|
| 57 |
+
0.41816393735262497,
|
| 58 |
+
0.8196612593038392,
|
| 59 |
+
0.596847083543995,
|
| 60 |
+
0.8581467919924893,
|
| 61 |
+
1.050181614737104,
|
| 62 |
+
0.8097533539243018,
|
| 63 |
+
0.6013621428718394,
|
| 64 |
+
0.6159775664971462,
|
| 65 |
+
1.073924939147738,
|
| 66 |
+
1.064042786035294,
|
| 67 |
+
0.9713883617826264,
|
| 68 |
+
1.1076121378365742,
|
| 69 |
+
1.021768139613268,
|
| 70 |
+
0.8455337132759265
|
| 71 |
+
]
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"width": 128,
|
| 75 |
+
"in_features": 28,
|
| 76 |
+
"out_features": 8,
|
| 77 |
+
"depth": 4,
|
| 78 |
+
"padding": 56,
|
| 79 |
+
"parameters": 18043,
|
| 80 |
+
"cert_evals": {
|
| 81 |
+
"36": 0.32478633522987366,
|
| 82 |
+
"72": 0.2478632628917694,
|
| 83 |
+
"108": 0.23076924681663513,
|
| 84 |
+
"255": 0.09401709586381912
|
| 85 |
+
}
|
| 86 |
+
}
|
UCI_N4/sandwich/runs/flags/fold_2/result.json
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 20,
|
| 3 |
+
"best_val_acc": 0.5384615384615384,
|
| 4 |
+
"test_acc": 0.38333333333333336,
|
| 5 |
+
"train_size": 48,
|
| 6 |
+
"val_size": 26,
|
| 7 |
+
"test_size": 120,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.0340199583333333,
|
| 12 |
+
0.10917162499999984,
|
| 13 |
+
-0.07162090208333334,
|
| 14 |
+
0.06506778333333332,
|
| 15 |
+
-0.10921322916666676,
|
| 16 |
+
0.12493452083333324,
|
| 17 |
+
0.013654270833333296,
|
| 18 |
+
0.15594170833333318,
|
| 19 |
+
-0.04355245833333338,
|
| 20 |
+
-0.021462374999999978,
|
| 21 |
+
0.104134875,
|
| 22 |
+
0.02017656249999995,
|
| 23 |
+
0.1385066249999999,
|
| 24 |
+
0.053200124999999876,
|
| 25 |
+
0.09558083333333343,
|
| 26 |
+
0.3076187916666668,
|
| 27 |
+
0.17253487500000028,
|
| 28 |
+
0.15269966666666668,
|
| 29 |
+
0.1823765416666667,
|
| 30 |
+
0.13501729166666662,
|
| 31 |
+
0.262743825,
|
| 32 |
+
-0.06483987499999996,
|
| 33 |
+
0.19928929166666667,
|
| 34 |
+
-0.1015663333333332,
|
| 35 |
+
-0.03367612499999994,
|
| 36 |
+
0.07865360416666677,
|
| 37 |
+
0.23660444999999997,
|
| 38 |
+
0.06843458333333337
|
| 39 |
+
]
|
| 40 |
+
],
|
| 41 |
+
"std": [
|
| 42 |
+
[
|
| 43 |
+
1.0728446319744602,
|
| 44 |
+
1.004997765945125,
|
| 45 |
+
0.6738313483909325,
|
| 46 |
+
1.1276322526496132,
|
| 47 |
+
0.9889360364810051,
|
| 48 |
+
1.0737570402474663,
|
| 49 |
+
1.2301542970075396,
|
| 50 |
+
1.0335005003320021,
|
| 51 |
+
1.0268293591046207,
|
| 52 |
+
0.9958585433814053,
|
| 53 |
+
0.9898063223282548,
|
| 54 |
+
0.9984666452987404,
|
| 55 |
+
0.9021844164633743,
|
| 56 |
+
1.0235194592787966,
|
| 57 |
+
1.0911203018947113,
|
| 58 |
+
1.043398618770709,
|
| 59 |
+
1.428359917728367,
|
| 60 |
+
1.0537876663148145,
|
| 61 |
+
1.2133500974257005,
|
| 62 |
+
0.931759019467099,
|
| 63 |
+
1.699034990837401,
|
| 64 |
+
0.8618067283867119,
|
| 65 |
+
1.170282570673264,
|
| 66 |
+
0.9322841280124254,
|
| 67 |
+
0.9713883617826267,
|
| 68 |
+
1.1076121378365744,
|
| 69 |
+
1.009283746545842,
|
| 70 |
+
1.0092164745858712
|
| 71 |
+
]
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"width": 128,
|
| 75 |
+
"in_features": 28,
|
| 76 |
+
"out_features": 8,
|
| 77 |
+
"depth": 4,
|
| 78 |
+
"padding": 56,
|
| 79 |
+
"parameters": 18043,
|
| 80 |
+
"cert_evals": {
|
| 81 |
+
"36": 0.3083333373069763,
|
| 82 |
+
"72": 0.23333334922790527,
|
| 83 |
+
"108": 0.17500001192092896,
|
| 84 |
+
"255": 0.0833333358168602
|
| 85 |
+
}
|
| 86 |
+
}
|
UCI_N4/sandwich/runs/flags/fold_3/result.json
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 6,
|
| 3 |
+
"best_val_acc": 0.25806451612903225,
|
| 4 |
+
"test_acc": 0.391304347826087,
|
| 5 |
+
"train_size": 48,
|
| 6 |
+
"val_size": 31,
|
| 7 |
+
"test_size": 115,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.060849604166666675,
|
| 12 |
+
-0.11376839583333333,
|
| 13 |
+
-0.09783850416666667,
|
| 14 |
+
-0.09356036875000003,
|
| 15 |
+
0.22445235416666667,
|
| 16 |
+
0.024614104166666605,
|
| 17 |
+
0.0762974583333333,
|
| 18 |
+
0.09184660416666661,
|
| 19 |
+
-0.14534854166666666,
|
| 20 |
+
-0.021462374999999978,
|
| 21 |
+
0.18727079166666663,
|
| 22 |
+
0.061815500000000016,
|
| 23 |
+
0.042196541666666705,
|
| 24 |
+
0.10011306249999992,
|
| 25 |
+
-0.08740560416666669,
|
| 26 |
+
0.0008853750000000308,
|
| 27 |
+
-0.1423887916666665,
|
| 28 |
+
-0.06353283333333333,
|
| 29 |
+
-0.10411062500000007,
|
| 30 |
+
-0.056175625000000166,
|
| 31 |
+
0.25800489583333336,
|
| 32 |
+
-0.15468943749999986,
|
| 33 |
+
0.07922083333333328,
|
| 34 |
+
-0.10156633333333316,
|
| 35 |
+
-0.08552499999999985,
|
| 36 |
+
0.0031150833333333725,
|
| 37 |
+
-0.1421576375,
|
| 38 |
+
0.0684342083333334
|
| 39 |
+
]
|
| 40 |
+
],
|
| 41 |
+
"std": [
|
| 42 |
+
[
|
| 43 |
+
1.0293582077836319,
|
| 44 |
+
0.9794406225141076,
|
| 45 |
+
0.6268224867254953,
|
| 46 |
+
0.3684227553507345,
|
| 47 |
+
1.025591356541465,
|
| 48 |
+
1.1118837703058688,
|
| 49 |
+
1.0365020313045694,
|
| 50 |
+
1.0275207215403601,
|
| 51 |
+
1.0856923338143685,
|
| 52 |
+
0.9958585433814053,
|
| 53 |
+
0.9757408637342995,
|
| 54 |
+
0.9993344999999996,
|
| 55 |
+
0.9714914160365958,
|
| 56 |
+
1.0437469683381402,
|
| 57 |
+
0.8943692877865511,
|
| 58 |
+
1.023515389848972,
|
| 59 |
+
0.6596688427296608,
|
| 60 |
+
1.0084428269148291,
|
| 61 |
+
0.8321700190516114,
|
| 62 |
+
0.7587733649056444,
|
| 63 |
+
1.7047553305488228,
|
| 64 |
+
0.615977566497146,
|
| 65 |
+
1.073924939147738,
|
| 66 |
+
0.9322841280124254,
|
| 67 |
+
0.9275008724551151,
|
| 68 |
+
1.0021317232904448,
|
| 69 |
+
0.8580294890796403,
|
| 70 |
+
1.071739861024061
|
| 71 |
+
]
|
| 72 |
+
]
|
| 73 |
+
},
|
| 74 |
+
"width": 128,
|
| 75 |
+
"in_features": 28,
|
| 76 |
+
"out_features": 8,
|
| 77 |
+
"depth": 4,
|
| 78 |
+
"padding": 56,
|
| 79 |
+
"parameters": 18043,
|
| 80 |
+
"cert_evals": {
|
| 81 |
+
"36": 0.313043475151062,
|
| 82 |
+
"72": 0.21739129722118378,
|
| 83 |
+
"108": 0.156521737575531,
|
| 84 |
+
"255": 0.0260869562625885
|
| 85 |
+
}
|
| 86 |
+
}
|
UCI_N4/sandwich/runs/glass/fold_0/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 52,
|
| 3 |
+
"best_val_acc": 0.5135135135135135,
|
| 4 |
+
"test_acc": 0.5080645161290323,
|
| 5 |
+
"train_size": 53,
|
| 6 |
+
"val_size": 37,
|
| 7 |
+
"test_size": 124,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.012939788679245282,
|
| 12 |
+
0.04699466943396226,
|
| 13 |
+
0.04250909433962263,
|
| 14 |
+
-0.01625201207547179,
|
| 15 |
+
-0.03750319433962267,
|
| 16 |
+
-0.18787082075471698,
|
| 17 |
+
0.06524139433962263,
|
| 18 |
+
-0.040507150943396124,
|
| 19 |
+
-0.2307195471698114
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
0.801738486196533,
|
| 25 |
+
0.8467082620054888,
|
| 26 |
+
0.9820084649167357,
|
| 27 |
+
0.9338214241369891,
|
| 28 |
+
0.8598618475288062,
|
| 29 |
+
0.3955791139166082,
|
| 30 |
+
0.8724031270593463,
|
| 31 |
+
0.8657099216828293,
|
| 32 |
+
0.7013424696367202
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 6,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2007,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.3709677457809448,
|
| 44 |
+
"72": 0.2338709533214569,
|
| 45 |
+
"108": 0.17741934955120087,
|
| 46 |
+
"255": 0.12096773833036423
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sandwich/runs/glass/fold_1/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 1,
|
| 3 |
+
"best_val_acc": 0.2,
|
| 4 |
+
"test_acc": 0.1984732824427481,
|
| 5 |
+
"train_size": 53,
|
| 6 |
+
"val_size": 30,
|
| 7 |
+
"test_size": 131,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.06851211245283018,
|
| 12 |
+
-0.15009423962264148,
|
| 13 |
+
0.02275701132075471,
|
| 14 |
+
-0.11148559811320762,
|
| 15 |
+
0.16614626415094338,
|
| 16 |
+
0.138459841509434,
|
| 17 |
+
-0.08099267547169811,
|
| 18 |
+
0.036904622641509635,
|
| 19 |
+
-0.12809118867924535
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
0.8515731555985958,
|
| 25 |
+
0.9581970001358434,
|
| 26 |
+
0.9640671504859841,
|
| 27 |
+
0.9248622429706228,
|
| 28 |
+
0.9755758770264732,
|
| 29 |
+
1.357781655818288,
|
| 30 |
+
0.8022445220282372,
|
| 31 |
+
1.1525134057528226,
|
| 32 |
+
0.8492428385949199
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 6,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2007,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.1679389327764511,
|
| 44 |
+
"72": 0.10687022656202316,
|
| 45 |
+
"108": 0.022900763899087906,
|
| 46 |
+
"255": 0.007633587811142206
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sandwich/runs/glass/fold_2/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 44,
|
| 3 |
+
"best_val_acc": 0.5384615384615384,
|
| 4 |
+
"test_acc": 0.3925925925925926,
|
| 5 |
+
"train_size": 53,
|
| 6 |
+
"val_size": 26,
|
| 7 |
+
"test_size": 135,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.17342035830188673,
|
| 12 |
+
0.10083030188679246,
|
| 13 |
+
-0.0808434981132076,
|
| 14 |
+
-0.019653658490565933,
|
| 15 |
+
-0.19072764905660378,
|
| 16 |
+
0.02794728113207545,
|
| 17 |
+
0.12344338867924527,
|
| 18 |
+
-0.06403424528301871,
|
| 19 |
+
0.22045922641509424
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
1.2137577085998512,
|
| 25 |
+
0.8431029761509528,
|
| 26 |
+
1.0333305367739407,
|
| 27 |
+
1.0160914345283907,
|
| 28 |
+
1.0137208401349003,
|
| 29 |
+
1.2887142840709145,
|
| 30 |
+
1.1306321303495666,
|
| 31 |
+
0.9397607053756946,
|
| 32 |
+
1.2490718777482173
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 6,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2007,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.2074074000120163,
|
| 44 |
+
"72": 0.15555554628372192,
|
| 45 |
+
"108": 0.10370370000600815,
|
| 46 |
+
"255": 0.08148147910833359
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sandwich/runs/glass/fold_3/result.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 1,
|
| 3 |
+
"best_val_acc": 0.39285714285714285,
|
| 4 |
+
"test_acc": 0.24812030075187969,
|
| 5 |
+
"train_size": 53,
|
| 6 |
+
"val_size": 28,
|
| 7 |
+
"test_size": 133,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.09789963037735849,
|
| 12 |
+
-0.25360606113207534,
|
| 13 |
+
-0.0009194132075472026,
|
| 14 |
+
0.04837090226415086,
|
| 15 |
+
0.10451545471698113,
|
| 16 |
+
0.3782897773584904,
|
| 17 |
+
-0.08351155283018871,
|
| 18 |
+
-0.02570778301886777,
|
| 19 |
+
0.11976666037735839
|
| 20 |
+
]
|
| 21 |
+
],
|
| 22 |
+
"std": [
|
| 23 |
+
[
|
| 24 |
+
0.9830235331660265,
|
| 25 |
+
0.9613168258565478,
|
| 26 |
+
1.0022618468949342,
|
| 27 |
+
0.9817559883419383,
|
| 28 |
+
1.0203488325490284,
|
| 29 |
+
1.7842263867081236,
|
| 30 |
+
1.0422858738909424,
|
| 31 |
+
0.9054813684433138,
|
| 32 |
+
1.1073266176346976
|
| 33 |
+
]
|
| 34 |
+
]
|
| 35 |
+
},
|
| 36 |
+
"width": 32,
|
| 37 |
+
"in_features": 9,
|
| 38 |
+
"out_features": 6,
|
| 39 |
+
"depth": 4,
|
| 40 |
+
"padding": 18,
|
| 41 |
+
"parameters": 2007,
|
| 42 |
+
"cert_evals": {
|
| 43 |
+
"36": 0.15037594735622406,
|
| 44 |
+
"72": 0.12781955301761627,
|
| 45 |
+
"108": 0.11278195679187775,
|
| 46 |
+
"255": 0.0
|
| 47 |
+
}
|
| 48 |
+
}
|
UCI_N4/sandwich/runs/haberman-survival/fold_0/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 31,
|
| 3 |
+
"best_val_acc": 0.7391304347826086,
|
| 4 |
+
"test_acc": 0.625,
|
| 5 |
+
"train_size": 76,
|
| 6 |
+
"val_size": 46,
|
| 7 |
+
"test_size": 184,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.056303715789473636,
|
| 12 |
+
0.11814425789473684,
|
| 13 |
+
0.07505885618421046
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
1.071529133459213,
|
| 19 |
+
0.9640121301272397,
|
| 20 |
+
1.1153002449883138
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 2,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 615,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.43478262424468994,
|
| 32 |
+
"72": 0.239130437374115,
|
| 33 |
+
"108": 0.08695652335882187,
|
| 34 |
+
"255": 0.0
|
| 35 |
+
}
|
| 36 |
+
}
|
UCI_N4/sandwich/runs/haberman-survival/fold_1/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 3,
|
| 3 |
+
"best_val_acc": 0.8604651162790697,
|
| 4 |
+
"test_acc": 0.6951871657754011,
|
| 5 |
+
"train_size": 76,
|
| 6 |
+
"val_size": 43,
|
| 7 |
+
"test_size": 187,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.10623882105263147,
|
| 12 |
+
0.09384808421052634,
|
| 13 |
+
0.007344408815789407
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
1.0605035134671559,
|
| 19 |
+
1.0869710980458733,
|
| 20 |
+
1.1078408305262222
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 2,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 615,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.09090909361839294,
|
| 32 |
+
"72": 0.0,
|
| 33 |
+
"108": 0.0,
|
| 34 |
+
"255": 0.0
|
| 35 |
+
}
|
| 36 |
+
}
|
UCI_N4/sandwich/runs/haberman-survival/fold_2/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 22,
|
| 3 |
+
"best_val_acc": 0.8679245283018868,
|
| 4 |
+
"test_acc": 0.6892655367231638,
|
| 5 |
+
"train_size": 76,
|
| 6 |
+
"val_size": 53,
|
| 7 |
+
"test_size": 177,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.06604734605263156,
|
| 12 |
+
-0.015483576315789458,
|
| 13 |
+
0.01100456263157891
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
1.0531764871263751,
|
| 19 |
+
0.9959949318361989,
|
| 20 |
+
0.8640777726923776
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 2,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 615,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.46327683329582214,
|
| 32 |
+
"72": 0.2598870098590851,
|
| 33 |
+
"108": 0.1355932205915451,
|
| 34 |
+
"255": 0.0
|
| 35 |
+
}
|
| 36 |
+
}
|
UCI_N4/sandwich/runs/haberman-survival/fold_3/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 4,
|
| 3 |
+
"best_val_acc": 0.7567567567567568,
|
| 4 |
+
"test_acc": 0.694300518134715,
|
| 5 |
+
"train_size": 76,
|
| 6 |
+
"val_size": 37,
|
| 7 |
+
"test_size": 193,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.03016957763157897,
|
| 12 |
+
-0.13291423947368405,
|
| 13 |
+
0.01283475092105254
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
1.0380766725977404,
|
| 19 |
+
1.0963438485094303,
|
| 20 |
+
1.0823191968380823
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 2,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 615,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.2331606149673462,
|
| 32 |
+
"72": 0.041450776159763336,
|
| 33 |
+
"108": 0.020725388079881668,
|
| 34 |
+
"255": 0.005181347019970417
|
| 35 |
+
}
|
| 36 |
+
}
|
UCI_N4/sandwich/runs/hayes-roth/fold_0/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 1,
|
| 3 |
+
"best_val_acc": 0.5,
|
| 4 |
+
"test_acc": 0.19387755102040816,
|
| 5 |
+
"train_size": 28,
|
| 6 |
+
"val_size": 34,
|
| 7 |
+
"test_size": 98,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-2.0777030889413645e-15,
|
| 12 |
+
-2.0142617732484982e-15,
|
| 13 |
+
-2.0142617732484982e-15
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
0.9711863730167035,
|
| 19 |
+
0.9711863730167036,
|
| 20 |
+
0.9711863730167035
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 3,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 626,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.1428571343421936,
|
| 32 |
+
"72": 0.0714285671710968,
|
| 33 |
+
"108": 0.030612245202064514,
|
| 34 |
+
"255": 0.0
|
| 35 |
+
}
|
| 36 |
+
}
|
UCI_N4/sandwich/runs/hayes-roth/fold_1/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 8,
|
| 3 |
+
"best_val_acc": 0.6,
|
| 4 |
+
"test_acc": 0.5046728971962616,
|
| 5 |
+
"train_size": 28,
|
| 6 |
+
"val_size": 25,
|
| 7 |
+
"test_size": 107,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-2.0777030889413645e-15,
|
| 12 |
+
-2.0142617732484982e-15,
|
| 13 |
+
-2.0142617732484982e-15
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
0.9711863730167035,
|
| 19 |
+
0.9711863730167036,
|
| 20 |
+
0.9711863730167035
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 3,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 626,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.420560747385025,
|
| 32 |
+
"72": 0.30841121077537537,
|
| 33 |
+
"108": 0.04672896862030029,
|
| 34 |
+
"255": 0.0
|
| 35 |
+
}
|
| 36 |
+
}
|
UCI_N4/sandwich/runs/hayes-roth/fold_2/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 10,
|
| 3 |
+
"best_val_acc": 0.6428571428571429,
|
| 4 |
+
"test_acc": 0.5865384615384616,
|
| 5 |
+
"train_size": 28,
|
| 6 |
+
"val_size": 28,
|
| 7 |
+
"test_size": 104,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-2.0777030889413645e-15,
|
| 12 |
+
-2.0142617732484982e-15,
|
| 13 |
+
-2.0142617732484982e-15
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
0.9711863730167035,
|
| 19 |
+
0.9711863730167036,
|
| 20 |
+
0.9711863730167035
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 3,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 626,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.29807692766189575,
|
| 32 |
+
"72": 0.25,
|
| 33 |
+
"108": 0.03846153989434242,
|
| 34 |
+
"255": 0.0
|
| 35 |
+
}
|
| 36 |
+
}
|
UCI_N4/sandwich/runs/hayes-roth/fold_3/result.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 16,
|
| 3 |
+
"best_val_acc": 0.5714285714285714,
|
| 4 |
+
"test_acc": 0.5096153846153846,
|
| 5 |
+
"train_size": 28,
|
| 6 |
+
"val_size": 28,
|
| 7 |
+
"test_size": 104,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-2.0777030889413645e-15,
|
| 12 |
+
-2.0142617732484982e-15,
|
| 13 |
+
-2.0142617732484982e-15
|
| 14 |
+
]
|
| 15 |
+
],
|
| 16 |
+
"std": [
|
| 17 |
+
[
|
| 18 |
+
0.9711863730167035,
|
| 19 |
+
0.9711863730167036,
|
| 20 |
+
0.9711863730167035
|
| 21 |
+
]
|
| 22 |
+
]
|
| 23 |
+
},
|
| 24 |
+
"width": 32,
|
| 25 |
+
"in_features": 3,
|
| 26 |
+
"out_features": 3,
|
| 27 |
+
"depth": 4,
|
| 28 |
+
"padding": 10,
|
| 29 |
+
"parameters": 626,
|
| 30 |
+
"cert_evals": {
|
| 31 |
+
"36": 0.38461539149284363,
|
| 32 |
+
"72": 0.17307692766189575,
|
| 33 |
+
"108": 0.03846153989434242,
|
| 34 |
+
"255": 0.0
|
| 35 |
+
}
|
| 36 |
+
}
|
UCI_N4/sandwich/runs/heart-cleveland/fold_0/result.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 16,
|
| 3 |
+
"best_val_acc": 0.6111111111111112,
|
| 4 |
+
"test_acc": 0.5491329479768786,
|
| 5 |
+
"train_size": 76,
|
| 6 |
+
"val_size": 54,
|
| 7 |
+
"test_size": 173,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.025679380263157865,
|
| 12 |
+
0.06560718421052641,
|
| 13 |
+
-0.04165710526315796,
|
| 14 |
+
0.12079876315789474,
|
| 15 |
+
-0.05836617236842103,
|
| 16 |
+
0.21103164473684244,
|
| 17 |
+
0.009953435000000009,
|
| 18 |
+
-0.04552891578947369,
|
| 19 |
+
-0.07930921052631572,
|
| 20 |
+
0.018019449999999958,
|
| 21 |
+
-0.1633495263157895,
|
| 22 |
+
0.1490460526315791,
|
| 23 |
+
0.1173184736842107
|
| 24 |
+
]
|
| 25 |
+
],
|
| 26 |
+
"std": [
|
| 27 |
+
[
|
| 28 |
+
0.8936682722687875,
|
| 29 |
+
0.9705101476202265,
|
| 30 |
+
1.0410809532354568,
|
| 31 |
+
0.9713482365754217,
|
| 32 |
+
1.0046131234392313,
|
| 33 |
+
1.1698900228292355,
|
| 34 |
+
0.991743905598925,
|
| 35 |
+
1.063967410026795,
|
| 36 |
+
0.9653541002995567,
|
| 37 |
+
0.9670845428420584,
|
| 38 |
+
0.8530269008877411,
|
| 39 |
+
1.0419737091060064,
|
| 40 |
+
0.9887800977718967
|
| 41 |
+
]
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"width": 64,
|
| 45 |
+
"in_features": 13,
|
| 46 |
+
"out_features": 5,
|
| 47 |
+
"depth": 4,
|
| 48 |
+
"padding": 26,
|
| 49 |
+
"parameters": 4012,
|
| 50 |
+
"cert_evals": {
|
| 51 |
+
"36": 0.45086705684661865,
|
| 52 |
+
"72": 0.3641618490219116,
|
| 53 |
+
"108": 0.3005780279636383,
|
| 54 |
+
"255": 0.05202312022447586
|
| 55 |
+
}
|
| 56 |
+
}
|
UCI_N4/sandwich/runs/heart-cleveland/fold_1/result.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 1,
|
| 3 |
+
"best_val_acc": 0.5581395348837209,
|
| 4 |
+
"test_acc": 0.483695652173913,
|
| 5 |
+
"train_size": 76,
|
| 6 |
+
"val_size": 43,
|
| 7 |
+
"test_size": 184,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.2101489736842105,
|
| 12 |
+
0.09376453947368439,
|
| 13 |
+
-0.1649965789473685,
|
| 14 |
+
-0.03545365789473685,
|
| 15 |
+
-0.1381618,
|
| 16 |
+
0.02633263157894729,
|
| 17 |
+
-0.1355152364473684,
|
| 18 |
+
-0.028272514473684226,
|
| 19 |
+
0.060729605263158,
|
| 20 |
+
-0.12137016052631582,
|
| 21 |
+
0.02882180263157893,
|
| 22 |
+
-0.062184184210526385,
|
| 23 |
+
-0.10297684210526317
|
| 24 |
+
]
|
| 25 |
+
],
|
| 26 |
+
"std": [
|
| 27 |
+
[
|
| 28 |
+
0.9630708106281646,
|
| 29 |
+
0.9569359106048417,
|
| 30 |
+
1.0685892850045124,
|
| 31 |
+
0.9716813782156916,
|
| 32 |
+
0.8933102337559928,
|
| 33 |
+
1.0237058396713807,
|
| 34 |
+
0.987768251139324,
|
| 35 |
+
1.0505795881681008,
|
| 36 |
+
1.018728244712418,
|
| 37 |
+
0.800844776889746,
|
| 38 |
+
0.9838325491030496,
|
| 39 |
+
0.9678759361024273,
|
| 40 |
+
0.9824728943441249
|
| 41 |
+
]
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"width": 64,
|
| 45 |
+
"in_features": 13,
|
| 46 |
+
"out_features": 5,
|
| 47 |
+
"depth": 4,
|
| 48 |
+
"padding": 26,
|
| 49 |
+
"parameters": 4012,
|
| 50 |
+
"cert_evals": {
|
| 51 |
+
"36": 0.29891306161880493,
|
| 52 |
+
"72": 0.10869565606117249,
|
| 53 |
+
"108": 0.010869565419852734,
|
| 54 |
+
"255": 0.0
|
| 55 |
+
}
|
| 56 |
+
}
|
UCI_N4/sandwich/runs/heart-cleveland/fold_2/result.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 30,
|
| 3 |
+
"best_val_acc": 0.6140350877192983,
|
| 4 |
+
"test_acc": 0.5647058823529412,
|
| 5 |
+
"train_size": 76,
|
| 6 |
+
"val_size": 57,
|
| 7 |
+
"test_size": 170,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.009666096052631561,
|
| 12 |
+
0.12192189473684223,
|
| 13 |
+
-0.04165730263157901,
|
| 14 |
+
-0.053396460526315796,
|
| 15 |
+
0.009485552631578952,
|
| 16 |
+
-0.08448677631578952,
|
| 17 |
+
-0.12229084131578946,
|
| 18 |
+
0.029248118421052637,
|
| 19 |
+
0.0887373684210527,
|
| 20 |
+
0.14607715657894724,
|
| 21 |
+
0.007469368421052609,
|
| 22 |
+
0.13496389473684212,
|
| 23 |
+
-0.016193828947368444
|
| 24 |
+
]
|
| 25 |
+
],
|
| 26 |
+
"std": [
|
| 27 |
+
[
|
| 28 |
+
0.991747257977119,
|
| 29 |
+
0.9423253440641232,
|
| 30 |
+
1.054702252215874,
|
| 31 |
+
1.01578753443219,
|
| 32 |
+
0.912628998922061,
|
| 33 |
+
0.9070959475884481,
|
| 34 |
+
0.9828872816770845,
|
| 35 |
+
1.0215811465249889,
|
| 36 |
+
1.026781557739585,
|
| 37 |
+
1.110916508206595,
|
| 38 |
+
1.0555936285886078,
|
| 39 |
+
1.1293737151568792,
|
| 40 |
+
0.9751655205627294
|
| 41 |
+
]
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"width": 64,
|
| 45 |
+
"in_features": 13,
|
| 46 |
+
"out_features": 5,
|
| 47 |
+
"depth": 4,
|
| 48 |
+
"padding": 26,
|
| 49 |
+
"parameters": 4012,
|
| 50 |
+
"cert_evals": {
|
| 51 |
+
"36": 0.47647058963775635,
|
| 52 |
+
"72": 0.39411765336990356,
|
| 53 |
+
"108": 0.3235294222831726,
|
| 54 |
+
"255": 0.04117647185921669
|
| 55 |
+
}
|
| 56 |
+
}
|
UCI_N4/sandwich/runs/heart-cleveland/fold_3/result.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 23,
|
| 3 |
+
"best_val_acc": 0.5945945945945946,
|
| 4 |
+
"test_acc": 0.45789473684210524,
|
| 5 |
+
"train_size": 76,
|
| 6 |
+
"val_size": 37,
|
| 7 |
+
"test_size": 190,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.009666401315789493,
|
| 12 |
+
-0.1314943026315789,
|
| 13 |
+
-0.027953026315789546,
|
| 14 |
+
-0.017510736842105287,
|
| 15 |
+
0.14569758815789477,
|
| 16 |
+
-0.12142657894736847,
|
| 17 |
+
0.16864663157894735,
|
| 18 |
+
0.0298232342105263,
|
| 19 |
+
0.032721842105263264,
|
| 20 |
+
-0.0567749657894737,
|
| 21 |
+
-0.14199722368421067,
|
| 22 |
+
0.050471736842105284,
|
| 23 |
+
-0.002842618421052697
|
| 24 |
+
]
|
| 25 |
+
],
|
| 26 |
+
"std": [
|
| 27 |
+
[
|
| 28 |
+
1.037308935092612,
|
| 29 |
+
1.039536608942455,
|
| 30 |
+
1.0731491570199134,
|
| 31 |
+
0.9857713056853448,
|
| 32 |
+
1.1678879570276746,
|
| 33 |
+
0.8615768485992676,
|
| 34 |
+
0.9924490204448371,
|
| 35 |
+
1.0295305309669156,
|
| 36 |
+
1.0098342617684068,
|
| 37 |
+
1.0125711830157138,
|
| 38 |
+
0.967005700282042,
|
| 39 |
+
1.1226814635925688,
|
| 40 |
+
0.9876978299691207
|
| 41 |
+
]
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"width": 64,
|
| 45 |
+
"in_features": 13,
|
| 46 |
+
"out_features": 5,
|
| 47 |
+
"depth": 4,
|
| 48 |
+
"padding": 26,
|
| 49 |
+
"parameters": 4012,
|
| 50 |
+
"cert_evals": {
|
| 51 |
+
"36": 0.36315789818763733,
|
| 52 |
+
"72": 0.2684210538864136,
|
| 53 |
+
"108": 0.16842105984687805,
|
| 54 |
+
"255": 0.005263158120214939
|
| 55 |
+
}
|
| 56 |
+
}
|
UCI_N4/sandwich/runs/heart-hungarian/fold_0/result.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 10,
|
| 3 |
+
"best_val_acc": 0.8529411764705882,
|
| 4 |
+
"test_acc": 0.8663101604278075,
|
| 5 |
+
"train_size": 73,
|
| 6 |
+
"val_size": 34,
|
| 7 |
+
"test_size": 187,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.0800741506849315,
|
| 12 |
+
0.187091506849315,
|
| 13 |
+
0.14536817123287665,
|
| 14 |
+
0.057955123287671204,
|
| 15 |
+
0.007548964931506878,
|
| 16 |
+
0.0018470410958903167,
|
| 17 |
+
-0.026523986301369866,
|
| 18 |
+
-0.07145227945205493,
|
| 19 |
+
-0.002936657534246297,
|
| 20 |
+
0.06359038356164397,
|
| 21 |
+
0.03073776712328766,
|
| 22 |
+
-0.08100684931506869
|
| 23 |
+
]
|
| 24 |
+
],
|
| 25 |
+
"std": [
|
| 26 |
+
[
|
| 27 |
+
0.9987991948716954,
|
| 28 |
+
0.8797143812899805,
|
| 29 |
+
1.0138369657816542,
|
| 30 |
+
1.004282733869356,
|
| 31 |
+
1.1169105950079397,
|
| 32 |
+
1.0014602608653556,
|
| 33 |
+
0.9486883864181348,
|
| 34 |
+
1.0204510052676476,
|
| 35 |
+
0.9970306548239305,
|
| 36 |
+
1.1098417855233023,
|
| 37 |
+
1.0026671671379417,
|
| 38 |
+
0.8754503895152498
|
| 39 |
+
]
|
| 40 |
+
]
|
| 41 |
+
},
|
| 42 |
+
"width": 32,
|
| 43 |
+
"in_features": 12,
|
| 44 |
+
"out_features": 2,
|
| 45 |
+
"depth": 4,
|
| 46 |
+
"padding": 24,
|
| 47 |
+
"parameters": 3365,
|
| 48 |
+
"cert_evals": {
|
| 49 |
+
"36": 0.8181818127632141,
|
| 50 |
+
"72": 0.7754010558128357,
|
| 51 |
+
"108": 0.6684492230415344,
|
| 52 |
+
"255": 0.2245989292860031
|
| 53 |
+
}
|
| 54 |
+
}
|
UCI_N4/sandwich/runs/heart-hungarian/fold_1/result.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 15,
|
| 3 |
+
"best_val_acc": 0.7948717948717948,
|
| 4 |
+
"test_acc": 0.8296703296703297,
|
| 5 |
+
"train_size": 73,
|
| 6 |
+
"val_size": 39,
|
| 7 |
+
"test_size": 182,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.03390847945205465,
|
| 12 |
+
0.1564823287671232,
|
| 13 |
+
-0.05334468493150675,
|
| 14 |
+
0.17270156164383563,
|
| 15 |
+
-0.14544580410958913,
|
| 16 |
+
-0.10677657534246586,
|
| 17 |
+
0.03300201369863015,
|
| 18 |
+
0.11938546301369855,
|
| 19 |
+
0.026828767123288015,
|
| 20 |
+
0.11635597260273989,
|
| 21 |
+
0.11918921917808224,
|
| 22 |
+
-0.025584246575342404
|
| 23 |
+
]
|
| 24 |
+
],
|
| 25 |
+
"std": [
|
| 26 |
+
[
|
| 27 |
+
1.015281664085163,
|
| 28 |
+
0.9028410442013451,
|
| 29 |
+
1.0337121941577725,
|
| 30 |
+
0.9152783215528201,
|
| 31 |
+
0.8308188513709485,
|
| 32 |
+
0.787052874670898,
|
| 33 |
+
0.9862292931929137,
|
| 34 |
+
0.8791726610331962,
|
| 35 |
+
1.0093946605762534,
|
| 36 |
+
0.9709004823896129,
|
| 37 |
+
0.9957071278619543,
|
| 38 |
+
0.9379507836223181
|
| 39 |
+
]
|
| 40 |
+
]
|
| 41 |
+
},
|
| 42 |
+
"width": 32,
|
| 43 |
+
"in_features": 12,
|
| 44 |
+
"out_features": 2,
|
| 45 |
+
"depth": 4,
|
| 46 |
+
"padding": 24,
|
| 47 |
+
"parameters": 3365,
|
| 48 |
+
"cert_evals": {
|
| 49 |
+
"36": 0.8186813592910767,
|
| 50 |
+
"72": 0.785714328289032,
|
| 51 |
+
"108": 0.7142857313156128,
|
| 52 |
+
"255": 0.2857142984867096
|
| 53 |
+
}
|
| 54 |
+
}
|
UCI_N4/sandwich/runs/heart-hungarian/fold_2/result.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 5,
|
| 3 |
+
"best_val_acc": 0.8095238095238095,
|
| 4 |
+
"test_acc": 0.8044692737430168,
|
| 5 |
+
"train_size": 73,
|
| 6 |
+
"val_size": 42,
|
| 7 |
+
"test_size": 179,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.14495649315068504,
|
| 12 |
+
0.003436438356164301,
|
| 13 |
+
-0.06753834246575333,
|
| 14 |
+
0.2389838082191781,
|
| 15 |
+
0.03065915232876712,
|
| 16 |
+
-0.16108838356164396,
|
| 17 |
+
0.03300202739726026,
|
| 18 |
+
0.07263872739726036,
|
| 19 |
+
0.02682876712328804,
|
| 20 |
+
-0.04947819178082209,
|
| 21 |
+
0.0012539315068493056,
|
| 22 |
+
-0.05725431506849332
|
| 23 |
+
]
|
| 24 |
+
],
|
| 25 |
+
"std": [
|
| 26 |
+
[
|
| 27 |
+
0.9448396245451279,
|
| 28 |
+
0.9965626371881349,
|
| 29 |
+
0.9510883979986018,
|
| 30 |
+
0.9219475695799935,
|
| 31 |
+
0.863125052835077,
|
| 32 |
+
0.6471998892994516,
|
| 33 |
+
1.0497525444673081,
|
| 34 |
+
0.9275566360232819,
|
| 35 |
+
1.0093946605762534,
|
| 36 |
+
0.8385071156366399,
|
| 37 |
+
0.992646777404723,
|
| 38 |
+
0.8922594920555511
|
| 39 |
+
]
|
| 40 |
+
]
|
| 41 |
+
},
|
| 42 |
+
"width": 32,
|
| 43 |
+
"in_features": 12,
|
| 44 |
+
"out_features": 2,
|
| 45 |
+
"depth": 4,
|
| 46 |
+
"padding": 24,
|
| 47 |
+
"parameters": 3365,
|
| 48 |
+
"cert_evals": {
|
| 49 |
+
"36": 0.7541899085044861,
|
| 50 |
+
"72": 0.7094972133636475,
|
| 51 |
+
"108": 0.6256983280181885,
|
| 52 |
+
"255": 0.24581004679203033
|
| 53 |
+
}
|
| 54 |
+
}
|
UCI_N4/sandwich/runs/heart-hungarian/fold_3/result.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 4,
|
| 3 |
+
"best_val_acc": 0.8409090909090909,
|
| 4 |
+
"test_acc": 0.7853107344632768,
|
| 5 |
+
"train_size": 73,
|
| 6 |
+
"val_size": 44,
|
| 7 |
+
"test_size": 177,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.03448108219178094,
|
| 12 |
+
0.03404561643835607,
|
| 13 |
+
0.2021428561643836,
|
| 14 |
+
-0.012603835616438326,
|
| 15 |
+
0.012083080821917778,
|
| 16 |
+
0.0018470410958903595,
|
| 17 |
+
0.03300201369863012,
|
| 18 |
+
-0.05440366712328782,
|
| 19 |
+
0.14589046575342487,
|
| 20 |
+
0.0786663835616438,
|
| 21 |
+
0.13393120547945203,
|
| 22 |
+
-0.05725438356164386
|
| 23 |
+
]
|
| 24 |
+
],
|
| 25 |
+
"std": [
|
| 26 |
+
[
|
| 27 |
+
0.9357023656034743,
|
| 28 |
+
0.98044976884177,
|
| 29 |
+
0.9447129008604433,
|
| 30 |
+
0.8618425109620811,
|
| 31 |
+
1.2011825380327528,
|
| 32 |
+
1.0014602608653553,
|
| 33 |
+
0.986229293192914,
|
| 34 |
+
0.847254895689431,
|
| 35 |
+
1.0489937022040874,
|
| 36 |
+
1.0096312619774381,
|
| 37 |
+
1.0380236400472438,
|
| 38 |
+
0.844840730482065
|
| 39 |
+
]
|
| 40 |
+
]
|
| 41 |
+
},
|
| 42 |
+
"width": 32,
|
| 43 |
+
"in_features": 12,
|
| 44 |
+
"out_features": 2,
|
| 45 |
+
"depth": 4,
|
| 46 |
+
"padding": 24,
|
| 47 |
+
"parameters": 3365,
|
| 48 |
+
"cert_evals": {
|
| 49 |
+
"36": 0.7175140976905823,
|
| 50 |
+
"72": 0.6440678238868713,
|
| 51 |
+
"108": 0.5762711763381958,
|
| 52 |
+
"255": 0.17514124512672424
|
| 53 |
+
}
|
| 54 |
+
}
|
UCI_N4/sandwich/runs/heart-switzerland/fold_0/result.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 6,
|
| 3 |
+
"best_val_acc": 0.2222222222222222,
|
| 4 |
+
"test_acc": 0.3783783783783784,
|
| 5 |
+
"train_size": 31,
|
| 6 |
+
"val_size": 18,
|
| 7 |
+
"test_size": 74,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.03867648709677418,
|
| 12 |
+
0.061165483870967645,
|
| 13 |
+
-0.031605645161290254,
|
| 14 |
+
-0.04727649354838697,
|
| 15 |
+
0.12035961290322578,
|
| 16 |
+
0.10471612903225812,
|
| 17 |
+
0.10948048064516128,
|
| 18 |
+
0.21947058064516128,
|
| 19 |
+
0.24267312903225804,
|
| 20 |
+
0.146339935483871,
|
| 21 |
+
0.09546838709677423,
|
| 22 |
+
-0.14905170967741943
|
| 23 |
+
]
|
| 24 |
+
],
|
| 25 |
+
"std": [
|
| 26 |
+
[
|
| 27 |
+
1.1959209887023292,
|
| 28 |
+
0.8952513255013157,
|
| 29 |
+
1.0680537841920705,
|
| 30 |
+
1.1526431663263934,
|
| 31 |
+
1.2389629579337629,
|
| 32 |
+
1.0370364433639812,
|
| 33 |
+
0.8482163286791152,
|
| 34 |
+
0.998704338537551,
|
| 35 |
+
0.823971907762666,
|
| 36 |
+
0.9616527651367163,
|
| 37 |
+
1.172612838656165,
|
| 38 |
+
1.0452475193168111
|
| 39 |
+
]
|
| 40 |
+
]
|
| 41 |
+
},
|
| 42 |
+
"width": 32,
|
| 43 |
+
"in_features": 12,
|
| 44 |
+
"out_features": 5,
|
| 45 |
+
"depth": 4,
|
| 46 |
+
"padding": 24,
|
| 47 |
+
"parameters": 3440,
|
| 48 |
+
"cert_evals": {
|
| 49 |
+
"36": 0.14864864945411682,
|
| 50 |
+
"72": 0.054054055362939835,
|
| 51 |
+
"108": 0.027027027681469917,
|
| 52 |
+
"255": 0.0
|
| 53 |
+
}
|
| 54 |
+
}
|
UCI_N4/sandwich/runs/heart-switzerland/fold_1/result.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 2,
|
| 3 |
+
"best_val_acc": 0.3333333333333333,
|
| 4 |
+
"test_acc": 0.22972972972972974,
|
| 5 |
+
"train_size": 31,
|
| 6 |
+
"val_size": 18,
|
| 7 |
+
"test_size": 74,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.38275906451612907,
|
| 12 |
+
-0.056386774193548456,
|
| 13 |
+
0.015231451612903284,
|
| 14 |
+
0.016496377419354898,
|
| 15 |
+
0.2830434193548386,
|
| 16 |
+
-0.059711161290322494,
|
| 17 |
+
0.04518695483870968,
|
| 18 |
+
-0.039474967741935506,
|
| 19 |
+
0.10301854838709676,
|
| 20 |
+
-0.043132193548387085,
|
| 21 |
+
0.0954683870967742,
|
| 22 |
+
-0.026422451612903276
|
| 23 |
+
]
|
| 24 |
+
],
|
| 25 |
+
"std": [
|
| 26 |
+
[
|
| 27 |
+
0.8537728993403316,
|
| 28 |
+
1.0773842413872565,
|
| 29 |
+
0.9891428503533505,
|
| 30 |
+
0.8244718913923468,
|
| 31 |
+
1.4910217148161218,
|
| 32 |
+
1.0016724276385454,
|
| 33 |
+
0.8092921347980535,
|
| 34 |
+
0.9902763031378431,
|
| 35 |
+
0.9512021337497041,
|
| 36 |
+
1.1112826701924636,
|
| 37 |
+
1.172612838656165,
|
| 38 |
+
1.014523633801689
|
| 39 |
+
]
|
| 40 |
+
]
|
| 41 |
+
},
|
| 42 |
+
"width": 32,
|
| 43 |
+
"in_features": 12,
|
| 44 |
+
"out_features": 5,
|
| 45 |
+
"depth": 4,
|
| 46 |
+
"padding": 24,
|
| 47 |
+
"parameters": 3440,
|
| 48 |
+
"cert_evals": {
|
| 49 |
+
"36": 0.10810811072587967,
|
| 50 |
+
"72": 0.027027027681469917,
|
| 51 |
+
"108": 0.0,
|
| 52 |
+
"255": 0.0
|
| 53 |
+
}
|
| 54 |
+
}
|
UCI_N4/sandwich/runs/heart-switzerland/fold_2/result.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 13,
|
| 3 |
+
"best_val_acc": 0.2916666666666667,
|
| 4 |
+
"test_acc": 0.3088235294117647,
|
| 5 |
+
"train_size": 31,
|
| 6 |
+
"val_size": 24,
|
| 7 |
+
"test_size": 68,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.1363268064516129,
|
| 12 |
+
0.06116548387096767,
|
| 13 |
+
-0.07844332258064517,
|
| 14 |
+
0.28318253870967747,
|
| 15 |
+
0.12035961290322578,
|
| 16 |
+
-0.00490193548387092,
|
| 17 |
+
-0.09028977096774195,
|
| 18 |
+
-0.16894774193548387,
|
| 19 |
+
-0.07077383870967743,
|
| 20 |
+
-0.23260409677419347,
|
| 21 |
+
-0.0015777419354838426,
|
| 22 |
+
-0.12861274193548392
|
| 23 |
+
]
|
| 24 |
+
],
|
| 25 |
+
"std": [
|
| 26 |
+
[
|
| 27 |
+
0.9985620954632528,
|
| 28 |
+
0.8952513255013155,
|
| 29 |
+
0.7865317101247931,
|
| 30 |
+
0.8496477832825274,
|
| 31 |
+
1.2389629579337627,
|
| 32 |
+
0.8129502811517081,
|
| 33 |
+
0.9201252610360474,
|
| 34 |
+
0.960195792094272,
|
| 35 |
+
0.7788574621968283,
|
| 36 |
+
0.922011584077965,
|
| 37 |
+
1.0630870797904943,
|
| 38 |
+
0.9101297422084665
|
| 39 |
+
]
|
| 40 |
+
]
|
| 41 |
+
},
|
| 42 |
+
"width": 32,
|
| 43 |
+
"in_features": 12,
|
| 44 |
+
"out_features": 5,
|
| 45 |
+
"depth": 4,
|
| 46 |
+
"padding": 24,
|
| 47 |
+
"parameters": 3440,
|
| 48 |
+
"cert_evals": {
|
| 49 |
+
"36": 0.10294117778539658,
|
| 50 |
+
"72": 0.05882352963089943,
|
| 51 |
+
"108": 0.014705882407724857,
|
| 52 |
+
"255": 0.0
|
| 53 |
+
}
|
| 54 |
+
}
|
UCI_N4/sandwich/runs/heart-switzerland/fold_3/result.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 1,
|
| 3 |
+
"best_val_acc": 0.35714285714285715,
|
| 4 |
+
"test_acc": 0.32051282051282054,
|
| 5 |
+
"train_size": 31,
|
| 6 |
+
"val_size": 14,
|
| 7 |
+
"test_size": 78,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.06132570967741941,
|
| 12 |
+
-0.05638677419354848,
|
| 13 |
+
-0.03160587096774191,
|
| 14 |
+
-0.08206108387096776,
|
| 15 |
+
0.1203596129032258,
|
| 16 |
+
0.21433419354838715,
|
| 17 |
+
0.08651870322580645,
|
| 18 |
+
0.08999780645161289,
|
| 19 |
+
0.000605741935483859,
|
| 20 |
+
-0.11892112903225804,
|
| 21 |
+
0.19251451612903228,
|
| 22 |
+
-0.09795603225806457
|
| 23 |
+
]
|
| 24 |
+
],
|
| 25 |
+
"std": [
|
| 26 |
+
[
|
| 27 |
+
1.1796944897022907,
|
| 28 |
+
1.0773842413872565,
|
| 29 |
+
1.002361426374151,
|
| 30 |
+
1.2266934302261872,
|
| 31 |
+
1.2389629579337627,
|
| 32 |
+
1.2107719727384119,
|
| 33 |
+
1.1761632862640778,
|
| 34 |
+
1.0028917964777728,
|
| 35 |
+
0.9746182884484196,
|
| 36 |
+
1.026652327670446,
|
| 37 |
+
1.4781625990241394,
|
| 38 |
+
1.0351077769123456
|
| 39 |
+
]
|
| 40 |
+
]
|
| 41 |
+
},
|
| 42 |
+
"width": 32,
|
| 43 |
+
"in_features": 12,
|
| 44 |
+
"out_features": 5,
|
| 45 |
+
"depth": 4,
|
| 46 |
+
"padding": 24,
|
| 47 |
+
"parameters": 3440,
|
| 48 |
+
"cert_evals": {
|
| 49 |
+
"36": 0.1666666716337204,
|
| 50 |
+
"72": 0.11538461595773697,
|
| 51 |
+
"108": 0.05128205195069313,
|
| 52 |
+
"255": 0.0
|
| 53 |
+
}
|
| 54 |
+
}
|
UCI_N4/sandwich/runs/heart-va/fold_0/result.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 19,
|
| 3 |
+
"best_val_acc": 0.32432432432432434,
|
| 4 |
+
"test_acc": 0.23008849557522124,
|
| 5 |
+
"train_size": 50,
|
| 6 |
+
"val_size": 37,
|
| 7 |
+
"test_size": 113,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.12417273199999997,
|
| 12 |
+
0.05847433999999993,
|
| 13 |
+
0.11939195999999985,
|
| 14 |
+
0.13652684859999997,
|
| 15 |
+
0.169332294,
|
| 16 |
+
-0.08422980000000006,
|
| 17 |
+
-0.051211000000000055,
|
| 18 |
+
-0.025999581999999997,
|
| 19 |
+
-0.10986361999999993,
|
| 20 |
+
0.02611757999999999,
|
| 21 |
+
0.18437666399999986,
|
| 22 |
+
-0.16063424000000026
|
| 23 |
+
]
|
| 24 |
+
],
|
| 25 |
+
"std": [
|
| 26 |
+
[
|
| 27 |
+
1.0375983940843654,
|
| 28 |
+
0.8186406200000009,
|
| 29 |
+
0.906257232351079,
|
| 30 |
+
0.9850972422932538,
|
| 31 |
+
0.9999215189422874,
|
| 32 |
+
0.964959379692824,
|
| 33 |
+
0.9368765586228528,
|
| 34 |
+
0.926118336928491,
|
| 35 |
+
0.985877688928741,
|
| 36 |
+
0.8984566513475283,
|
| 37 |
+
1.109014128975748,
|
| 38 |
+
0.8047660315047241
|
| 39 |
+
]
|
| 40 |
+
]
|
| 41 |
+
},
|
| 42 |
+
"width": 32,
|
| 43 |
+
"in_features": 12,
|
| 44 |
+
"out_features": 5,
|
| 45 |
+
"depth": 4,
|
| 46 |
+
"padding": 24,
|
| 47 |
+
"parameters": 3440,
|
| 48 |
+
"cert_evals": {
|
| 49 |
+
"36": 0.12389380484819412,
|
| 50 |
+
"72": 0.07079645991325378,
|
| 51 |
+
"108": 0.017699114978313446,
|
| 52 |
+
"255": 0.0
|
| 53 |
+
}
|
| 54 |
+
}
|
UCI_N4/sandwich/runs/heart-va/fold_1/result.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 10,
|
| 3 |
+
"best_val_acc": 0.4,
|
| 4 |
+
"test_acc": 0.26666666666666666,
|
| 5 |
+
"train_size": 50,
|
| 6 |
+
"val_size": 30,
|
| 7 |
+
"test_size": 120,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.10881117199999998,
|
| 12 |
+
0.17542300000000016,
|
| 13 |
+
0.21993213999999972,
|
| 14 |
+
-0.08821109999999997,
|
| 15 |
+
0.13781262600000002,
|
| 16 |
+
0.08422731999999994,
|
| 17 |
+
0.00731520000000001,
|
| 18 |
+
-0.12721317799999998,
|
| 19 |
+
-0.30961252,
|
| 20 |
+
-0.25667714,
|
| 21 |
+
-0.17580066800000008,
|
| 22 |
+
-0.02059391999999999
|
| 23 |
+
]
|
| 24 |
+
],
|
| 25 |
+
"std": [
|
| 26 |
+
[
|
| 27 |
+
0.9929893928858932,
|
| 28 |
+
1.0,
|
| 29 |
+
0.8501447398821216,
|
| 30 |
+
1.0656963957883359,
|
| 31 |
+
1.0325714366151477,
|
| 32 |
+
1.022085030499879,
|
| 33 |
+
0.9621289169237981,
|
| 34 |
+
1.0393960665815958,
|
| 35 |
+
0.9317809815586118,
|
| 36 |
+
0.8468928172805285,
|
| 37 |
+
0.9604725295714901,
|
| 38 |
+
0.9867682179778366
|
| 39 |
+
]
|
| 40 |
+
]
|
| 41 |
+
},
|
| 42 |
+
"width": 32,
|
| 43 |
+
"in_features": 12,
|
| 44 |
+
"out_features": 5,
|
| 45 |
+
"depth": 4,
|
| 46 |
+
"padding": 24,
|
| 47 |
+
"parameters": 3440,
|
| 48 |
+
"cert_evals": {
|
| 49 |
+
"36": 0.10833334177732468,
|
| 50 |
+
"72": 0.03333333507180214,
|
| 51 |
+
"108": 0.008333333767950535,
|
| 52 |
+
"255": 0.0
|
| 53 |
+
}
|
| 54 |
+
}
|
UCI_N4/sandwich/runs/heart-va/fold_2/result.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 13,
|
| 3 |
+
"best_val_acc": 0.4444444444444444,
|
| 4 |
+
"test_acc": 0.2764227642276423,
|
| 5 |
+
"train_size": 50,
|
| 6 |
+
"val_size": 27,
|
| 7 |
+
"test_size": 123,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.15233571999999998,
|
| 12 |
+
0.05847433999999995,
|
| 13 |
+
0.11939203999999982,
|
| 14 |
+
-0.012556939999999935,
|
| 15 |
+
0.15528536399999998,
|
| 16 |
+
-0.042115520000000004,
|
| 17 |
+
0.06584127999999993,
|
| 18 |
+
0.009825086000000021,
|
| 19 |
+
0.16978484000000008,
|
| 20 |
+
0.05313653999999998,
|
| 21 |
+
0.04716622799999987,
|
| 22 |
+
0.15239717999999963
|
| 23 |
+
]
|
| 24 |
+
],
|
| 25 |
+
"std": [
|
| 26 |
+
[
|
| 27 |
+
0.9466778160837978,
|
| 28 |
+
0.8186406200000006,
|
| 29 |
+
0.794839780092792,
|
| 30 |
+
1.0183639969617624,
|
| 31 |
+
0.9927764037429706,
|
| 32 |
+
0.982265363064182,
|
| 33 |
+
1.1062072213290066,
|
| 34 |
+
0.982147212242076,
|
| 35 |
+
0.9915274640582656,
|
| 36 |
+
1.040558924765334,
|
| 37 |
+
1.0326448287754921,
|
| 38 |
+
1.138945356222443
|
| 39 |
+
]
|
| 40 |
+
]
|
| 41 |
+
},
|
| 42 |
+
"width": 32,
|
| 43 |
+
"in_features": 12,
|
| 44 |
+
"out_features": 5,
|
| 45 |
+
"depth": 4,
|
| 46 |
+
"padding": 24,
|
| 47 |
+
"parameters": 3440,
|
| 48 |
+
"cert_evals": {
|
| 49 |
+
"36": 0.17073169350624084,
|
| 50 |
+
"72": 0.1463414579629898,
|
| 51 |
+
"108": 0.0731707289814949,
|
| 52 |
+
"255": 0.024390242993831635
|
| 53 |
+
}
|
| 54 |
+
}
|
UCI_N4/sandwich/runs/heart-va/fold_3/result.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 6,
|
| 3 |
+
"best_val_acc": 0.3333333333333333,
|
| 4 |
+
"test_acc": 0.275,
|
| 5 |
+
"train_size": 50,
|
| 6 |
+
"val_size": 30,
|
| 7 |
+
"test_size": 120,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.07040700000000005,
|
| 12 |
+
0.17542300000000016,
|
| 13 |
+
0.14452675999999975,
|
| 14 |
+
0.06532269999999997,
|
| 15 |
+
-0.19794047999999992,
|
| 16 |
+
-0.08422980000000009,
|
| 17 |
+
-0.16826343999999985,
|
| 18 |
+
0.010868634000000012,
|
| 19 |
+
0.009985720000000033,
|
| 20 |
+
-0.009907080000000006,
|
| 21 |
+
-0.10719553600000013,
|
| 22 |
+
-0.08649541999999996
|
| 23 |
+
]
|
| 24 |
+
],
|
| 25 |
+
"std": [
|
| 26 |
+
[
|
| 27 |
+
1.2049567103246417,
|
| 28 |
+
1.0,
|
| 29 |
+
0.9024156133740057,
|
| 30 |
+
0.9721589400778301,
|
| 31 |
+
0.9497444006039201,
|
| 32 |
+
0.964959379692824,
|
| 33 |
+
0.920277085388703,
|
| 34 |
+
0.9840113193010918,
|
| 35 |
+
0.9979451845458254,
|
| 36 |
+
1.0793938409678105,
|
| 37 |
+
0.9369066157621472,
|
| 38 |
+
0.9024286546800494
|
| 39 |
+
]
|
| 40 |
+
]
|
| 41 |
+
},
|
| 42 |
+
"width": 32,
|
| 43 |
+
"in_features": 12,
|
| 44 |
+
"out_features": 5,
|
| 45 |
+
"depth": 4,
|
| 46 |
+
"padding": 24,
|
| 47 |
+
"parameters": 3440,
|
| 48 |
+
"cert_evals": {
|
| 49 |
+
"36": 0.10833334177732468,
|
| 50 |
+
"72": 0.05833333730697632,
|
| 51 |
+
"108": 0.02500000223517418,
|
| 52 |
+
"255": 0.0
|
| 53 |
+
}
|
| 54 |
+
}
|
UCI_N4/sandwich/runs/hepatitis/fold_0/result.json
ADDED
|
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 4,
|
| 3 |
+
"best_val_acc": 0.782608695652174,
|
| 4 |
+
"test_acc": 0.8709677419354839,
|
| 5 |
+
"train_size": 39,
|
| 6 |
+
"val_size": 23,
|
| 7 |
+
"test_size": 93,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.07305103333333338,
|
| 12 |
+
-0.25417620512820527,
|
| 13 |
+
-0.0684997948717948,
|
| 14 |
+
0.002734846153846289,
|
| 15 |
+
-0.27956964102564097,
|
| 16 |
+
0.043173205128205175,
|
| 17 |
+
-0.08607384615384614,
|
| 18 |
+
0.058396666666666625,
|
| 19 |
+
0.06670830769230766,
|
| 20 |
+
-0.04725699999999998,
|
| 21 |
+
0.016169358974358995,
|
| 22 |
+
-0.02457512820512817,
|
| 23 |
+
0.0025034871794872037,
|
| 24 |
+
-0.027701887179487183,
|
| 25 |
+
-0.15169055846153845,
|
| 26 |
+
-0.0886186358974359,
|
| 27 |
+
-0.07013070256410256,
|
| 28 |
+
0.1575872743589744,
|
| 29 |
+
-0.1341903076923079
|
| 30 |
+
]
|
| 31 |
+
],
|
| 32 |
+
"std": [
|
| 33 |
+
[
|
| 34 |
+
0.7065121639768482,
|
| 35 |
+
0.5178280049962226,
|
| 36 |
+
1.0644445404981495,
|
| 37 |
+
0.9941527427588283,
|
| 38 |
+
0.9460715809412041,
|
| 39 |
+
1.0610130501194135,
|
| 40 |
+
1.1425568971679159,
|
| 41 |
+
0.9324615341247179,
|
| 42 |
+
0.946176852270342,
|
| 43 |
+
0.9924710852804189,
|
| 44 |
+
0.9714365294574488,
|
| 45 |
+
0.9824999787091323,
|
| 46 |
+
0.9634407063351287,
|
| 47 |
+
0.8415828453559291,
|
| 48 |
+
0.8432379274259605,
|
| 49 |
+
0.6407479822535036,
|
| 50 |
+
0.9523942193593046,
|
| 51 |
+
1.0530325526231488,
|
| 52 |
+
0.9744402928447131
|
| 53 |
+
]
|
| 54 |
+
]
|
| 55 |
+
},
|
| 56 |
+
"width": 64,
|
| 57 |
+
"in_features": 19,
|
| 58 |
+
"out_features": 2,
|
| 59 |
+
"depth": 4,
|
| 60 |
+
"padding": 38,
|
| 61 |
+
"parameters": 8251,
|
| 62 |
+
"cert_evals": {
|
| 63 |
+
"36": 0.8494623899459839,
|
| 64 |
+
"72": 0.774193525314331,
|
| 65 |
+
"108": 0.7419354915618896,
|
| 66 |
+
"255": 0.32258063554763794
|
| 67 |
+
}
|
| 68 |
+
}
|
UCI_N4/sandwich/runs/hepatitis/fold_1/result.json
ADDED
|
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 1,
|
| 3 |
+
"best_val_acc": 0.8846153846153846,
|
| 4 |
+
"test_acc": 0.8111111111111111,
|
| 5 |
+
"train_size": 39,
|
| 6 |
+
"val_size": 26,
|
| 7 |
+
"test_size": 90,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.11794246410256407,
|
| 12 |
+
-0.08617061538461546,
|
| 13 |
+
0.18073612820512838,
|
| 14 |
+
0.002734846153846107,
|
| 15 |
+
-0.01757938461538464,
|
| 16 |
+
-0.10891841025641022,
|
| 17 |
+
-0.26475346153846147,
|
| 18 |
+
-0.16237000000000007,
|
| 19 |
+
-0.13763476923076928,
|
| 20 |
+
0.0032585384615384802,
|
| 21 |
+
-0.12308166666666664,
|
| 22 |
+
-0.13340641025641017,
|
| 23 |
+
-0.052936256410256344,
|
| 24 |
+
-0.1222803846153846,
|
| 25 |
+
-0.12690142128205126,
|
| 26 |
+
-0.21492274871794878,
|
| 27 |
+
-0.0701304769230769,
|
| 28 |
+
-0.19038912820512827,
|
| 29 |
+
-0.03147528205128203
|
| 30 |
+
]
|
| 31 |
+
],
|
| 32 |
+
"std": [
|
| 33 |
+
[
|
| 34 |
+
0.9308482815868492,
|
| 35 |
+
0.8729826521744097,
|
| 36 |
+
0.9562346989313699,
|
| 37 |
+
0.9941527427588275,
|
| 38 |
+
1.0687148745897885,
|
| 39 |
+
1.082595260131678,
|
| 40 |
+
1.2147882026120127,
|
| 41 |
+
1.1445852172148068,
|
| 42 |
+
1.1192331270078257,
|
| 43 |
+
1.0668209925491146,
|
| 44 |
+
1.0726249795408656,
|
| 45 |
+
1.1491882555748711,
|
| 46 |
+
1.1143257286511818,
|
| 47 |
+
0.9024022721027672,
|
| 48 |
+
0.9826150523838478,
|
| 49 |
+
0.6405176575741821,
|
| 50 |
+
1.0834147839386958,
|
| 51 |
+
1.0210323203399736,
|
| 52 |
+
0.9932070287924958
|
| 53 |
+
]
|
| 54 |
+
]
|
| 55 |
+
},
|
| 56 |
+
"width": 64,
|
| 57 |
+
"in_features": 19,
|
| 58 |
+
"out_features": 2,
|
| 59 |
+
"depth": 4,
|
| 60 |
+
"padding": 38,
|
| 61 |
+
"parameters": 8251,
|
| 62 |
+
"cert_evals": {
|
| 63 |
+
"36": 0.7888889312744141,
|
| 64 |
+
"72": 0.7444444894790649,
|
| 65 |
+
"108": 0.7111111283302307,
|
| 66 |
+
"255": 0.3222222328186035
|
| 67 |
+
}
|
| 68 |
+
}
|
UCI_N4/sandwich/runs/hepatitis/fold_2/result.json
ADDED
|
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 18,
|
| 3 |
+
"best_val_acc": 0.8333333333333334,
|
| 4 |
+
"test_acc": 0.8061224489795918,
|
| 5 |
+
"train_size": 39,
|
| 6 |
+
"val_size": 18,
|
| 7 |
+
"test_size": 98,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
0.25751469999999993,
|
| 12 |
+
-0.0021678205128206176,
|
| 13 |
+
-0.16819412820512808,
|
| 14 |
+
-0.13856787179487162,
|
| 15 |
+
-0.22717153846153848,
|
| 16 |
+
-0.05822148717948713,
|
| 17 |
+
-0.026513846153846145,
|
| 18 |
+
-0.07406333333333337,
|
| 19 |
+
0.025839692307692258,
|
| 20 |
+
-0.04725692307692307,
|
| 21 |
+
0.016169487179487147,
|
| 22 |
+
-0.13340641025641015,
|
| 23 |
+
-0.052936256410256344,
|
| 24 |
+
-0.040312646153846145,
|
| 25 |
+
0.10239844307692307,
|
| 26 |
+
0.13277096923076923,
|
| 27 |
+
0.021281615384615406,
|
| 28 |
+
-0.028776703589743616,
|
| 29 |
+
0.019882230769230784
|
| 30 |
+
]
|
| 31 |
+
],
|
| 32 |
+
"std": [
|
| 33 |
+
[
|
| 34 |
+
1.005461160498127,
|
| 35 |
+
0.9939344729297802,
|
| 36 |
+
0.9562346989313698,
|
| 37 |
+
1.1126187137474748,
|
| 38 |
+
0.8609878396947588,
|
| 39 |
+
0.9804372857666263,
|
| 40 |
+
0.9786685591250096,
|
| 41 |
+
0.9813568775708227,
|
| 42 |
+
0.946176852270342,
|
| 43 |
+
1.0881358642498125,
|
| 44 |
+
1.054392008519234,
|
| 45 |
+
1.1491882555748716,
|
| 46 |
+
1.1143257286511812,
|
| 47 |
+
0.6571748166650522,
|
| 48 |
+
0.9244222305036086,
|
| 49 |
+
1.0717140331590138,
|
| 50 |
+
0.8996151755406562,
|
| 51 |
+
0.9261613145039079,
|
| 52 |
+
0.998504170514703
|
| 53 |
+
]
|
| 54 |
+
]
|
| 55 |
+
},
|
| 56 |
+
"width": 64,
|
| 57 |
+
"in_features": 19,
|
| 58 |
+
"out_features": 2,
|
| 59 |
+
"depth": 4,
|
| 60 |
+
"padding": 38,
|
| 61 |
+
"parameters": 8251,
|
| 62 |
+
"cert_evals": {
|
| 63 |
+
"36": 0.7857142686843872,
|
| 64 |
+
"72": 0.7551020383834839,
|
| 65 |
+
"108": 0.6632652878761292,
|
| 66 |
+
"255": 0.3979591727256775
|
| 67 |
+
}
|
| 68 |
+
}
|
UCI_N4/sandwich/runs/hepatitis/fold_3/result.json
ADDED
|
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 18,
|
| 3 |
+
"best_val_acc": 0.8461538461538461,
|
| 4 |
+
"test_acc": 0.8333333333333334,
|
| 5 |
+
"train_size": 39,
|
| 6 |
+
"val_size": 26,
|
| 7 |
+
"test_size": 90,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-0.07509134615384613,
|
| 12 |
+
-0.17017341025641036,
|
| 13 |
+
0.13088894871794884,
|
| 14 |
+
0.1440375641025641,
|
| 15 |
+
-0.12237543589743595,
|
| 16 |
+
-0.05822148717948713,
|
| 17 |
+
0.1521657692307693,
|
| 18 |
+
0.1467033333333333,
|
| 19 |
+
0.10757692307692303,
|
| 20 |
+
0.003258384615384635,
|
| 21 |
+
0.06258628205128201,
|
| 22 |
+
-0.13340641025641015,
|
| 23 |
+
0.057943230769230816,
|
| 24 |
+
0.03955354102564104,
|
| 25 |
+
0.16271944128205126,
|
| 26 |
+
0.026228858974358962,
|
| 27 |
+
0.12825329743589742,
|
| 28 |
+
-0.037512437692307686,
|
| 29 |
+
0.2253122820512821
|
| 30 |
+
]
|
| 31 |
+
],
|
| 32 |
+
"std": [
|
| 33 |
+
[
|
| 34 |
+
0.9881800818586763,
|
| 35 |
+
0.7226193648278391,
|
| 36 |
+
0.9639985722278488,
|
| 37 |
+
0.835958152953438,
|
| 38 |
+
0.9195820679374928,
|
| 39 |
+
0.9804372857666264,
|
| 40 |
+
0.8380816839591891,
|
| 41 |
+
0.797209189164857,
|
| 42 |
+
0.8727148090274184,
|
| 43 |
+
0.8602473119915564,
|
| 44 |
+
0.8683835140087598,
|
| 45 |
+
0.9266649753751967,
|
| 46 |
+
0.7801070627641344,
|
| 47 |
+
0.8750146780135224,
|
| 48 |
+
1.0473279879316608,
|
| 49 |
+
0.8897406999004371,
|
| 50 |
+
0.8705306469748111,
|
| 51 |
+
0.8788094464260305,
|
| 52 |
+
0.9932070287924956
|
| 53 |
+
]
|
| 54 |
+
]
|
| 55 |
+
},
|
| 56 |
+
"width": 64,
|
| 57 |
+
"in_features": 19,
|
| 58 |
+
"out_features": 2,
|
| 59 |
+
"depth": 4,
|
| 60 |
+
"padding": 38,
|
| 61 |
+
"parameters": 8251,
|
| 62 |
+
"cert_evals": {
|
| 63 |
+
"36": 0.800000011920929,
|
| 64 |
+
"72": 0.7666667103767395,
|
| 65 |
+
"108": 0.7444444894790649,
|
| 66 |
+
"255": 0.4888888895511627
|
| 67 |
+
}
|
| 68 |
+
}
|
UCI_N4/sandwich/runs/hill-valley/fold_0/result.json
ADDED
|
@@ -0,0 +1,230 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 6,
|
| 3 |
+
"best_val_acc": 0.5873015873015873,
|
| 4 |
+
"test_acc": 0.5479166666666667,
|
| 5 |
+
"train_size": 606,
|
| 6 |
+
"val_size": 126,
|
| 7 |
+
"test_size": 480,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-1.948844459480215e-17,
|
| 12 |
+
-2.5637266420541724e-17,
|
| 13 |
+
1.2457948131107367e-17,
|
| 14 |
+
1.9391116875027874e-17,
|
| 15 |
+
-2.980518289087544e-17,
|
| 16 |
+
-2.2969341866729208e-17,
|
| 17 |
+
7.036221623681505e-18,
|
| 18 |
+
4.146160862384171e-17,
|
| 19 |
+
-4.096351970499688e-18,
|
| 20 |
+
9.532391377892357e-19,
|
| 21 |
+
1.2762526642400985e-16,
|
| 22 |
+
6.309698821366465e-17,
|
| 23 |
+
-9.017699495086035e-17,
|
| 24 |
+
4.1186800944479046e-17,
|
| 25 |
+
3.661239811508806e-17,
|
| 26 |
+
6.973244863827561e-18,
|
| 27 |
+
-3.7865850329681034e-17,
|
| 28 |
+
3.669827551488889e-18,
|
| 29 |
+
-2.6341461098908545e-17,
|
| 30 |
+
1.0127235500512785e-16,
|
| 31 |
+
3.784473880223e-17,
|
| 32 |
+
2.1297595150606345e-17,
|
| 33 |
+
-4.580127989377708e-19,
|
| 34 |
+
3.18891411260423e-17,
|
| 35 |
+
-1.0585820815449228e-17,
|
| 36 |
+
-7.048816975652293e-17,
|
| 37 |
+
-8.823616571536156e-17,
|
| 38 |
+
1.865257123674072e-17,
|
| 39 |
+
-5.615236914977071e-17,
|
| 40 |
+
1.1031524520415547e-16,
|
| 41 |
+
2.3600540755265324e-17,
|
| 42 |
+
-8.852242371469766e-17,
|
| 43 |
+
5.783556618586702e-17,
|
| 44 |
+
-3.1912041765989185e-17,
|
| 45 |
+
-4.751882788979372e-19,
|
| 46 |
+
6.6869868644914544e-18,
|
| 47 |
+
5.2737311217690955e-17,
|
| 48 |
+
6.242714449521817e-17,
|
| 49 |
+
9.860156787132197e-18,
|
| 50 |
+
-8.186978781012654e-17,
|
| 51 |
+
1.2269017851545536e-17,
|
| 52 |
+
5.862563826403467e-18,
|
| 53 |
+
-4.1037946784824266e-17,
|
| 54 |
+
1.648846076175975e-18,
|
| 55 |
+
1.992355675379303e-17,
|
| 56 |
+
-1.343351539284482e-16,
|
| 57 |
+
-2.5190703941577397e-18,
|
| 58 |
+
-3.162578376665308e-17,
|
| 59 |
+
-6.822100640178097e-17,
|
| 60 |
+
2.2213620748481885e-18,
|
| 61 |
+
-4.009902054700184e-17,
|
| 62 |
+
-2.0221265073102584e-17,
|
| 63 |
+
4.0786039745408495e-17,
|
| 64 |
+
-5.3014981477046974e-18,
|
| 65 |
+
-8.636403839970342e-17,
|
| 66 |
+
1.3323592321099754e-16,
|
| 67 |
+
-3.031686906468873e-17,
|
| 68 |
+
2.4629638262878628e-17,
|
| 69 |
+
-7.900720781676547e-19,
|
| 70 |
+
-2.1808565679421295e-17,
|
| 71 |
+
-2.3667811385109308e-17,
|
| 72 |
+
-3.421355608065148e-17,
|
| 73 |
+
-3.93662000687014e-17,
|
| 74 |
+
-1.3477026608743907e-17,
|
| 75 |
+
5.461086982334577e-17,
|
| 76 |
+
4.520586325515798e-17,
|
| 77 |
+
3.3308980802749385e-17,
|
| 78 |
+
-2.4513703773147504e-17,
|
| 79 |
+
7.315036915034873e-17,
|
| 80 |
+
-4.9035995286275094e-17,
|
| 81 |
+
-9.27475917848986e-18,
|
| 82 |
+
1.3957940047628566e-17,
|
| 83 |
+
8.647532119694533e-17,
|
| 84 |
+
8.232780060906432e-18,
|
| 85 |
+
-1.8377763557378056e-18,
|
| 86 |
+
3.1476929606998304e-17,
|
| 87 |
+
5.3192461436635365e-17,
|
| 88 |
+
-3.9789861907718845e-18,
|
| 89 |
+
1.712967868027263e-17,
|
| 90 |
+
-1.1502705187322778e-16,
|
| 91 |
+
3.993299090738689e-17,
|
| 92 |
+
-8.666460929900633e-17,
|
| 93 |
+
5.111995352144195e-17,
|
| 94 |
+
4.9780266084548967e-17,
|
| 95 |
+
5.461802627332917e-17,
|
| 96 |
+
6.062944425938742e-17,
|
| 97 |
+
-9.681245537547131e-18,
|
| 98 |
+
3.755704951289721e-18,
|
| 99 |
+
4.145015830386826e-17,
|
| 100 |
+
6.518380902882487e-17,
|
| 101 |
+
-4.1083748064718045e-17,
|
| 102 |
+
-3.692155675437105e-17,
|
| 103 |
+
9.606818457719744e-18,
|
| 104 |
+
-1.3339622769062576e-18,
|
| 105 |
+
-5.272872347771087e-18,
|
| 106 |
+
7.472765072669068e-17,
|
| 107 |
+
5.4952948132552416e-17,
|
| 108 |
+
-1.1065589222336543e-16,
|
| 109 |
+
6.657287597060333e-18,
|
| 110 |
+
-4.7032189290922345e-17
|
| 111 |
+
]
|
| 112 |
+
],
|
| 113 |
+
"std": [
|
| 114 |
+
[
|
| 115 |
+
0.9991740198480986,
|
| 116 |
+
0.999174018921411,
|
| 117 |
+
0.9991740270954932,
|
| 118 |
+
0.9991740228113029,
|
| 119 |
+
0.9991740158723277,
|
| 120 |
+
0.9991740243561008,
|
| 121 |
+
0.9991740252725309,
|
| 122 |
+
0.999174022151669,
|
| 123 |
+
0.9991740235072105,
|
| 124 |
+
0.9991740165590162,
|
| 125 |
+
0.9991740265611315,
|
| 126 |
+
0.9991740307025938,
|
| 127 |
+
0.9991740258785623,
|
| 128 |
+
0.9991740332613678,
|
| 129 |
+
0.9991740406234768,
|
| 130 |
+
0.9991740233656764,
|
| 131 |
+
0.99917402208918,
|
| 132 |
+
0.9991740282488505,
|
| 133 |
+
0.9991740156767379,
|
| 134 |
+
0.9991740258273182,
|
| 135 |
+
0.9991740265687704,
|
| 136 |
+
0.9991740257984052,
|
| 137 |
+
0.9991740313679454,
|
| 138 |
+
0.9991740235402499,
|
| 139 |
+
0.9991740301415374,
|
| 140 |
+
0.999174025174945,
|
| 141 |
+
0.9991740248772705,
|
| 142 |
+
0.9991740131152005,
|
| 143 |
+
0.9991740154072135,
|
| 144 |
+
0.999174010790505,
|
| 145 |
+
0.9991740145205046,
|
| 146 |
+
0.9991740094880226,
|
| 147 |
+
0.999174013734848,
|
| 148 |
+
0.9991740112483611,
|
| 149 |
+
0.999174012892406,
|
| 150 |
+
0.9991740196421095,
|
| 151 |
+
0.9991740163331171,
|
| 152 |
+
0.9991740185362487,
|
| 153 |
+
0.999174022570399,
|
| 154 |
+
0.9991740213173976,
|
| 155 |
+
0.9991740202239284,
|
| 156 |
+
0.9991740238427211,
|
| 157 |
+
0.9991740163680863,
|
| 158 |
+
0.999174017062169,
|
| 159 |
+
0.9991740125363977,
|
| 160 |
+
0.9991740134381419,
|
| 161 |
+
0.9991740191519729,
|
| 162 |
+
0.9991740283370354,
|
| 163 |
+
0.9991740155322458,
|
| 164 |
+
0.9991740139261396,
|
| 165 |
+
0.9991740184139896,
|
| 166 |
+
0.999174019859705,
|
| 167 |
+
0.9991740278504871,
|
| 168 |
+
0.9991740398149004,
|
| 169 |
+
0.999174023614369,
|
| 170 |
+
0.9991740280305289,
|
| 171 |
+
0.9991740362925333,
|
| 172 |
+
0.9991740390736555,
|
| 173 |
+
0.9991740447608781,
|
| 174 |
+
0.9991740366854855,
|
| 175 |
+
0.9991740362046343,
|
| 176 |
+
0.9991740405864491,
|
| 177 |
+
0.9991740375979712,
|
| 178 |
+
0.9991740333245271,
|
| 179 |
+
0.9991740409940638,
|
| 180 |
+
0.9991740310134122,
|
| 181 |
+
0.9991740304658957,
|
| 182 |
+
0.999174033728742,
|
| 183 |
+
0.999174036884333,
|
| 184 |
+
0.9991740224573864,
|
| 185 |
+
0.9991740220790023,
|
| 186 |
+
0.9991740325877202,
|
| 187 |
+
0.9991740370120651,
|
| 188 |
+
0.9991740334250748,
|
| 189 |
+
0.9991740430984879,
|
| 190 |
+
0.9991740318332668,
|
| 191 |
+
0.9991740344761934,
|
| 192 |
+
0.999174042827945,
|
| 193 |
+
0.9991740330505716,
|
| 194 |
+
0.9991740252745448,
|
| 195 |
+
0.9991740274917971,
|
| 196 |
+
0.9991740305192677,
|
| 197 |
+
0.9991740228891964,
|
| 198 |
+
0.9991740211061582,
|
| 199 |
+
0.9991740277499128,
|
| 200 |
+
0.9991740236142126,
|
| 201 |
+
0.9991740237191634,
|
| 202 |
+
0.999174021976502,
|
| 203 |
+
0.9991740197184515,
|
| 204 |
+
0.9991740112462193,
|
| 205 |
+
0.9991740199131119,
|
| 206 |
+
0.999174015985377,
|
| 207 |
+
0.9991740108661882,
|
| 208 |
+
0.9991740240105333,
|
| 209 |
+
0.9991740207849835,
|
| 210 |
+
0.9991740206058937,
|
| 211 |
+
0.9991740208986494,
|
| 212 |
+
0.9991740167020124,
|
| 213 |
+
0.9991740260065186,
|
| 214 |
+
0.9991740164246233
|
| 215 |
+
]
|
| 216 |
+
]
|
| 217 |
+
},
|
| 218 |
+
"width": 384,
|
| 219 |
+
"in_features": 100,
|
| 220 |
+
"out_features": 2,
|
| 221 |
+
"depth": 4,
|
| 222 |
+
"padding": 200,
|
| 223 |
+
"parameters": 221605,
|
| 224 |
+
"cert_evals": {
|
| 225 |
+
"36": 0.0520833358168602,
|
| 226 |
+
"72": 0.01458333432674408,
|
| 227 |
+
"108": 0.008333333767950535,
|
| 228 |
+
"255": 0.0
|
| 229 |
+
}
|
| 230 |
+
}
|
UCI_N4/sandwich/runs/hill-valley/fold_1/result.json
ADDED
|
@@ -0,0 +1,230 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 4,
|
| 3 |
+
"best_val_acc": 0.5289256198347108,
|
| 4 |
+
"test_acc": 0.5195876288659794,
|
| 5 |
+
"train_size": 606,
|
| 6 |
+
"val_size": 121,
|
| 7 |
+
"test_size": 485,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-1.948844459480215e-17,
|
| 12 |
+
-2.5637266420541724e-17,
|
| 13 |
+
1.2457948131107367e-17,
|
| 14 |
+
1.9391116875027874e-17,
|
| 15 |
+
-2.980518289087544e-17,
|
| 16 |
+
-2.2969341866729208e-17,
|
| 17 |
+
7.036221623681505e-18,
|
| 18 |
+
4.146160862384171e-17,
|
| 19 |
+
-4.096351970499688e-18,
|
| 20 |
+
9.532391377892357e-19,
|
| 21 |
+
1.2762526642400985e-16,
|
| 22 |
+
6.309698821366465e-17,
|
| 23 |
+
-9.017699495086035e-17,
|
| 24 |
+
4.1186800944479046e-17,
|
| 25 |
+
3.661239811508806e-17,
|
| 26 |
+
6.973244863827561e-18,
|
| 27 |
+
-3.7865850329681034e-17,
|
| 28 |
+
3.669827551488889e-18,
|
| 29 |
+
-2.6341461098908545e-17,
|
| 30 |
+
1.0127235500512785e-16,
|
| 31 |
+
3.784473880223e-17,
|
| 32 |
+
2.1297595150606345e-17,
|
| 33 |
+
-4.580127989377708e-19,
|
| 34 |
+
3.18891411260423e-17,
|
| 35 |
+
-1.0585820815449228e-17,
|
| 36 |
+
-7.048816975652293e-17,
|
| 37 |
+
-8.823616571536156e-17,
|
| 38 |
+
1.865257123674072e-17,
|
| 39 |
+
-5.615236914977071e-17,
|
| 40 |
+
1.1031524520415547e-16,
|
| 41 |
+
2.3600540755265324e-17,
|
| 42 |
+
-8.852242371469766e-17,
|
| 43 |
+
5.783556618586702e-17,
|
| 44 |
+
-3.1912041765989185e-17,
|
| 45 |
+
-4.751882788979372e-19,
|
| 46 |
+
6.6869868644914544e-18,
|
| 47 |
+
5.2737311217690955e-17,
|
| 48 |
+
6.242714449521817e-17,
|
| 49 |
+
9.860156787132197e-18,
|
| 50 |
+
-8.186978781012654e-17,
|
| 51 |
+
1.2269017851545536e-17,
|
| 52 |
+
5.862563826403467e-18,
|
| 53 |
+
-4.1037946784824266e-17,
|
| 54 |
+
1.648846076175975e-18,
|
| 55 |
+
1.992355675379303e-17,
|
| 56 |
+
-1.343351539284482e-16,
|
| 57 |
+
-2.5190703941577397e-18,
|
| 58 |
+
-3.162578376665308e-17,
|
| 59 |
+
-6.822100640178097e-17,
|
| 60 |
+
2.2213620748481885e-18,
|
| 61 |
+
-4.009902054700184e-17,
|
| 62 |
+
-2.0221265073102584e-17,
|
| 63 |
+
4.0786039745408495e-17,
|
| 64 |
+
-5.3014981477046974e-18,
|
| 65 |
+
-8.636403839970342e-17,
|
| 66 |
+
1.3323592321099754e-16,
|
| 67 |
+
-3.031686906468873e-17,
|
| 68 |
+
2.4629638262878628e-17,
|
| 69 |
+
-7.900720781676547e-19,
|
| 70 |
+
-2.1808565679421295e-17,
|
| 71 |
+
-2.3667811385109308e-17,
|
| 72 |
+
-3.421355608065148e-17,
|
| 73 |
+
-3.93662000687014e-17,
|
| 74 |
+
-1.3477026608743907e-17,
|
| 75 |
+
5.461086982334577e-17,
|
| 76 |
+
4.520586325515798e-17,
|
| 77 |
+
3.3308980802749385e-17,
|
| 78 |
+
-2.4513703773147504e-17,
|
| 79 |
+
7.315036915034873e-17,
|
| 80 |
+
-4.9035995286275094e-17,
|
| 81 |
+
-9.27475917848986e-18,
|
| 82 |
+
1.3957940047628566e-17,
|
| 83 |
+
8.647532119694533e-17,
|
| 84 |
+
8.232780060906432e-18,
|
| 85 |
+
-1.8377763557378056e-18,
|
| 86 |
+
3.1476929606998304e-17,
|
| 87 |
+
5.3192461436635365e-17,
|
| 88 |
+
-3.9789861907718845e-18,
|
| 89 |
+
1.712967868027263e-17,
|
| 90 |
+
-1.1502705187322778e-16,
|
| 91 |
+
3.993299090738689e-17,
|
| 92 |
+
-8.666460929900633e-17,
|
| 93 |
+
5.111995352144195e-17,
|
| 94 |
+
4.9780266084548967e-17,
|
| 95 |
+
5.461802627332917e-17,
|
| 96 |
+
6.062944425938742e-17,
|
| 97 |
+
-9.681245537547131e-18,
|
| 98 |
+
3.755704951289721e-18,
|
| 99 |
+
4.145015830386826e-17,
|
| 100 |
+
6.518380902882487e-17,
|
| 101 |
+
-4.1083748064718045e-17,
|
| 102 |
+
-3.692155675437105e-17,
|
| 103 |
+
9.606818457719744e-18,
|
| 104 |
+
-1.3339622769062576e-18,
|
| 105 |
+
-5.272872347771087e-18,
|
| 106 |
+
7.472765072669068e-17,
|
| 107 |
+
5.4952948132552416e-17,
|
| 108 |
+
-1.1065589222336543e-16,
|
| 109 |
+
6.657287597060333e-18,
|
| 110 |
+
-4.7032189290922345e-17
|
| 111 |
+
]
|
| 112 |
+
],
|
| 113 |
+
"std": [
|
| 114 |
+
[
|
| 115 |
+
0.9991740198480986,
|
| 116 |
+
0.999174018921411,
|
| 117 |
+
0.9991740270954932,
|
| 118 |
+
0.9991740228113029,
|
| 119 |
+
0.9991740158723277,
|
| 120 |
+
0.9991740243561008,
|
| 121 |
+
0.9991740252725309,
|
| 122 |
+
0.999174022151669,
|
| 123 |
+
0.9991740235072105,
|
| 124 |
+
0.9991740165590162,
|
| 125 |
+
0.9991740265611315,
|
| 126 |
+
0.9991740307025938,
|
| 127 |
+
0.9991740258785623,
|
| 128 |
+
0.9991740332613678,
|
| 129 |
+
0.9991740406234768,
|
| 130 |
+
0.9991740233656764,
|
| 131 |
+
0.99917402208918,
|
| 132 |
+
0.9991740282488505,
|
| 133 |
+
0.9991740156767379,
|
| 134 |
+
0.9991740258273182,
|
| 135 |
+
0.9991740265687704,
|
| 136 |
+
0.9991740257984052,
|
| 137 |
+
0.9991740313679454,
|
| 138 |
+
0.9991740235402499,
|
| 139 |
+
0.9991740301415374,
|
| 140 |
+
0.999174025174945,
|
| 141 |
+
0.9991740248772705,
|
| 142 |
+
0.9991740131152005,
|
| 143 |
+
0.9991740154072135,
|
| 144 |
+
0.999174010790505,
|
| 145 |
+
0.9991740145205046,
|
| 146 |
+
0.9991740094880226,
|
| 147 |
+
0.999174013734848,
|
| 148 |
+
0.9991740112483611,
|
| 149 |
+
0.999174012892406,
|
| 150 |
+
0.9991740196421095,
|
| 151 |
+
0.9991740163331171,
|
| 152 |
+
0.9991740185362487,
|
| 153 |
+
0.999174022570399,
|
| 154 |
+
0.9991740213173976,
|
| 155 |
+
0.9991740202239284,
|
| 156 |
+
0.9991740238427211,
|
| 157 |
+
0.9991740163680863,
|
| 158 |
+
0.999174017062169,
|
| 159 |
+
0.9991740125363977,
|
| 160 |
+
0.9991740134381419,
|
| 161 |
+
0.9991740191519729,
|
| 162 |
+
0.9991740283370354,
|
| 163 |
+
0.9991740155322458,
|
| 164 |
+
0.9991740139261396,
|
| 165 |
+
0.9991740184139896,
|
| 166 |
+
0.999174019859705,
|
| 167 |
+
0.9991740278504871,
|
| 168 |
+
0.9991740398149004,
|
| 169 |
+
0.999174023614369,
|
| 170 |
+
0.9991740280305289,
|
| 171 |
+
0.9991740362925333,
|
| 172 |
+
0.9991740390736555,
|
| 173 |
+
0.9991740447608781,
|
| 174 |
+
0.9991740366854855,
|
| 175 |
+
0.9991740362046343,
|
| 176 |
+
0.9991740405864491,
|
| 177 |
+
0.9991740375979712,
|
| 178 |
+
0.9991740333245271,
|
| 179 |
+
0.9991740409940638,
|
| 180 |
+
0.9991740310134122,
|
| 181 |
+
0.9991740304658957,
|
| 182 |
+
0.999174033728742,
|
| 183 |
+
0.999174036884333,
|
| 184 |
+
0.9991740224573864,
|
| 185 |
+
0.9991740220790023,
|
| 186 |
+
0.9991740325877202,
|
| 187 |
+
0.9991740370120651,
|
| 188 |
+
0.9991740334250748,
|
| 189 |
+
0.9991740430984879,
|
| 190 |
+
0.9991740318332668,
|
| 191 |
+
0.9991740344761934,
|
| 192 |
+
0.999174042827945,
|
| 193 |
+
0.9991740330505716,
|
| 194 |
+
0.9991740252745448,
|
| 195 |
+
0.9991740274917971,
|
| 196 |
+
0.9991740305192677,
|
| 197 |
+
0.9991740228891964,
|
| 198 |
+
0.9991740211061582,
|
| 199 |
+
0.9991740277499128,
|
| 200 |
+
0.9991740236142126,
|
| 201 |
+
0.9991740237191634,
|
| 202 |
+
0.999174021976502,
|
| 203 |
+
0.9991740197184515,
|
| 204 |
+
0.9991740112462193,
|
| 205 |
+
0.9991740199131119,
|
| 206 |
+
0.999174015985377,
|
| 207 |
+
0.9991740108661882,
|
| 208 |
+
0.9991740240105333,
|
| 209 |
+
0.9991740207849835,
|
| 210 |
+
0.9991740206058937,
|
| 211 |
+
0.9991740208986494,
|
| 212 |
+
0.9991740167020124,
|
| 213 |
+
0.9991740260065186,
|
| 214 |
+
0.9991740164246233
|
| 215 |
+
]
|
| 216 |
+
]
|
| 217 |
+
},
|
| 218 |
+
"width": 384,
|
| 219 |
+
"in_features": 100,
|
| 220 |
+
"out_features": 2,
|
| 221 |
+
"depth": 4,
|
| 222 |
+
"padding": 200,
|
| 223 |
+
"parameters": 221605,
|
| 224 |
+
"cert_evals": {
|
| 225 |
+
"36": 0.04536082595586777,
|
| 226 |
+
"72": 0.030927836894989014,
|
| 227 |
+
"108": 0.01649484597146511,
|
| 228 |
+
"255": 0.0
|
| 229 |
+
}
|
| 230 |
+
}
|
UCI_N4/sandwich/runs/hill-valley/fold_2/result.json
ADDED
|
@@ -0,0 +1,230 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 83,
|
| 3 |
+
"best_val_acc": 0.5916666666666667,
|
| 4 |
+
"test_acc": 0.5534979423868313,
|
| 5 |
+
"train_size": 606,
|
| 6 |
+
"val_size": 120,
|
| 7 |
+
"test_size": 486,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-1.948844459480215e-17,
|
| 12 |
+
-2.5637266420541724e-17,
|
| 13 |
+
1.2457948131107367e-17,
|
| 14 |
+
1.9391116875027874e-17,
|
| 15 |
+
-2.980518289087544e-17,
|
| 16 |
+
-2.2969341866729208e-17,
|
| 17 |
+
7.036221623681505e-18,
|
| 18 |
+
4.146160862384171e-17,
|
| 19 |
+
-4.096351970499688e-18,
|
| 20 |
+
9.532391377892357e-19,
|
| 21 |
+
1.2762526642400985e-16,
|
| 22 |
+
6.309698821366465e-17,
|
| 23 |
+
-9.017699495086035e-17,
|
| 24 |
+
4.1186800944479046e-17,
|
| 25 |
+
3.661239811508806e-17,
|
| 26 |
+
6.973244863827561e-18,
|
| 27 |
+
-3.7865850329681034e-17,
|
| 28 |
+
3.669827551488889e-18,
|
| 29 |
+
-2.6341461098908545e-17,
|
| 30 |
+
1.0127235500512785e-16,
|
| 31 |
+
3.784473880223e-17,
|
| 32 |
+
2.1297595150606345e-17,
|
| 33 |
+
-4.580127989377708e-19,
|
| 34 |
+
3.18891411260423e-17,
|
| 35 |
+
-1.0585820815449228e-17,
|
| 36 |
+
-7.048816975652293e-17,
|
| 37 |
+
-8.823616571536156e-17,
|
| 38 |
+
1.865257123674072e-17,
|
| 39 |
+
-5.615236914977071e-17,
|
| 40 |
+
1.1031524520415547e-16,
|
| 41 |
+
2.3600540755265324e-17,
|
| 42 |
+
-8.852242371469766e-17,
|
| 43 |
+
5.783556618586702e-17,
|
| 44 |
+
-3.1912041765989185e-17,
|
| 45 |
+
-4.751882788979372e-19,
|
| 46 |
+
6.6869868644914544e-18,
|
| 47 |
+
5.2737311217690955e-17,
|
| 48 |
+
6.242714449521817e-17,
|
| 49 |
+
9.860156787132197e-18,
|
| 50 |
+
-8.186978781012654e-17,
|
| 51 |
+
1.2269017851545536e-17,
|
| 52 |
+
5.862563826403467e-18,
|
| 53 |
+
-4.1037946784824266e-17,
|
| 54 |
+
1.648846076175975e-18,
|
| 55 |
+
1.992355675379303e-17,
|
| 56 |
+
-1.343351539284482e-16,
|
| 57 |
+
-2.5190703941577397e-18,
|
| 58 |
+
-3.162578376665308e-17,
|
| 59 |
+
-6.822100640178097e-17,
|
| 60 |
+
2.2213620748481885e-18,
|
| 61 |
+
-4.009902054700184e-17,
|
| 62 |
+
-2.0221265073102584e-17,
|
| 63 |
+
4.0786039745408495e-17,
|
| 64 |
+
-5.3014981477046974e-18,
|
| 65 |
+
-8.636403839970342e-17,
|
| 66 |
+
1.3323592321099754e-16,
|
| 67 |
+
-3.031686906468873e-17,
|
| 68 |
+
2.4629638262878628e-17,
|
| 69 |
+
-7.900720781676547e-19,
|
| 70 |
+
-2.1808565679421295e-17,
|
| 71 |
+
-2.3667811385109308e-17,
|
| 72 |
+
-3.421355608065148e-17,
|
| 73 |
+
-3.93662000687014e-17,
|
| 74 |
+
-1.3477026608743907e-17,
|
| 75 |
+
5.461086982334577e-17,
|
| 76 |
+
4.520586325515798e-17,
|
| 77 |
+
3.3308980802749385e-17,
|
| 78 |
+
-2.4513703773147504e-17,
|
| 79 |
+
7.315036915034873e-17,
|
| 80 |
+
-4.9035995286275094e-17,
|
| 81 |
+
-9.27475917848986e-18,
|
| 82 |
+
1.3957940047628566e-17,
|
| 83 |
+
8.647532119694533e-17,
|
| 84 |
+
8.232780060906432e-18,
|
| 85 |
+
-1.8377763557378056e-18,
|
| 86 |
+
3.1476929606998304e-17,
|
| 87 |
+
5.3192461436635365e-17,
|
| 88 |
+
-3.9789861907718845e-18,
|
| 89 |
+
1.712967868027263e-17,
|
| 90 |
+
-1.1502705187322778e-16,
|
| 91 |
+
3.993299090738689e-17,
|
| 92 |
+
-8.666460929900633e-17,
|
| 93 |
+
5.111995352144195e-17,
|
| 94 |
+
4.9780266084548967e-17,
|
| 95 |
+
5.461802627332917e-17,
|
| 96 |
+
6.062944425938742e-17,
|
| 97 |
+
-9.681245537547131e-18,
|
| 98 |
+
3.755704951289721e-18,
|
| 99 |
+
4.145015830386826e-17,
|
| 100 |
+
6.518380902882487e-17,
|
| 101 |
+
-4.1083748064718045e-17,
|
| 102 |
+
-3.692155675437105e-17,
|
| 103 |
+
9.606818457719744e-18,
|
| 104 |
+
-1.3339622769062576e-18,
|
| 105 |
+
-5.272872347771087e-18,
|
| 106 |
+
7.472765072669068e-17,
|
| 107 |
+
5.4952948132552416e-17,
|
| 108 |
+
-1.1065589222336543e-16,
|
| 109 |
+
6.657287597060333e-18,
|
| 110 |
+
-4.7032189290922345e-17
|
| 111 |
+
]
|
| 112 |
+
],
|
| 113 |
+
"std": [
|
| 114 |
+
[
|
| 115 |
+
0.9991740198480986,
|
| 116 |
+
0.999174018921411,
|
| 117 |
+
0.9991740270954932,
|
| 118 |
+
0.9991740228113029,
|
| 119 |
+
0.9991740158723277,
|
| 120 |
+
0.9991740243561008,
|
| 121 |
+
0.9991740252725309,
|
| 122 |
+
0.999174022151669,
|
| 123 |
+
0.9991740235072105,
|
| 124 |
+
0.9991740165590162,
|
| 125 |
+
0.9991740265611315,
|
| 126 |
+
0.9991740307025938,
|
| 127 |
+
0.9991740258785623,
|
| 128 |
+
0.9991740332613678,
|
| 129 |
+
0.9991740406234768,
|
| 130 |
+
0.9991740233656764,
|
| 131 |
+
0.99917402208918,
|
| 132 |
+
0.9991740282488505,
|
| 133 |
+
0.9991740156767379,
|
| 134 |
+
0.9991740258273182,
|
| 135 |
+
0.9991740265687704,
|
| 136 |
+
0.9991740257984052,
|
| 137 |
+
0.9991740313679454,
|
| 138 |
+
0.9991740235402499,
|
| 139 |
+
0.9991740301415374,
|
| 140 |
+
0.999174025174945,
|
| 141 |
+
0.9991740248772705,
|
| 142 |
+
0.9991740131152005,
|
| 143 |
+
0.9991740154072135,
|
| 144 |
+
0.999174010790505,
|
| 145 |
+
0.9991740145205046,
|
| 146 |
+
0.9991740094880226,
|
| 147 |
+
0.999174013734848,
|
| 148 |
+
0.9991740112483611,
|
| 149 |
+
0.999174012892406,
|
| 150 |
+
0.9991740196421095,
|
| 151 |
+
0.9991740163331171,
|
| 152 |
+
0.9991740185362487,
|
| 153 |
+
0.999174022570399,
|
| 154 |
+
0.9991740213173976,
|
| 155 |
+
0.9991740202239284,
|
| 156 |
+
0.9991740238427211,
|
| 157 |
+
0.9991740163680863,
|
| 158 |
+
0.999174017062169,
|
| 159 |
+
0.9991740125363977,
|
| 160 |
+
0.9991740134381419,
|
| 161 |
+
0.9991740191519729,
|
| 162 |
+
0.9991740283370354,
|
| 163 |
+
0.9991740155322458,
|
| 164 |
+
0.9991740139261396,
|
| 165 |
+
0.9991740184139896,
|
| 166 |
+
0.999174019859705,
|
| 167 |
+
0.9991740278504871,
|
| 168 |
+
0.9991740398149004,
|
| 169 |
+
0.999174023614369,
|
| 170 |
+
0.9991740280305289,
|
| 171 |
+
0.9991740362925333,
|
| 172 |
+
0.9991740390736555,
|
| 173 |
+
0.9991740447608781,
|
| 174 |
+
0.9991740366854855,
|
| 175 |
+
0.9991740362046343,
|
| 176 |
+
0.9991740405864491,
|
| 177 |
+
0.9991740375979712,
|
| 178 |
+
0.9991740333245271,
|
| 179 |
+
0.9991740409940638,
|
| 180 |
+
0.9991740310134122,
|
| 181 |
+
0.9991740304658957,
|
| 182 |
+
0.999174033728742,
|
| 183 |
+
0.999174036884333,
|
| 184 |
+
0.9991740224573864,
|
| 185 |
+
0.9991740220790023,
|
| 186 |
+
0.9991740325877202,
|
| 187 |
+
0.9991740370120651,
|
| 188 |
+
0.9991740334250748,
|
| 189 |
+
0.9991740430984879,
|
| 190 |
+
0.9991740318332668,
|
| 191 |
+
0.9991740344761934,
|
| 192 |
+
0.999174042827945,
|
| 193 |
+
0.9991740330505716,
|
| 194 |
+
0.9991740252745448,
|
| 195 |
+
0.9991740274917971,
|
| 196 |
+
0.9991740305192677,
|
| 197 |
+
0.9991740228891964,
|
| 198 |
+
0.9991740211061582,
|
| 199 |
+
0.9991740277499128,
|
| 200 |
+
0.9991740236142126,
|
| 201 |
+
0.9991740237191634,
|
| 202 |
+
0.999174021976502,
|
| 203 |
+
0.9991740197184515,
|
| 204 |
+
0.9991740112462193,
|
| 205 |
+
0.9991740199131119,
|
| 206 |
+
0.999174015985377,
|
| 207 |
+
0.9991740108661882,
|
| 208 |
+
0.9991740240105333,
|
| 209 |
+
0.9991740207849835,
|
| 210 |
+
0.9991740206058937,
|
| 211 |
+
0.9991740208986494,
|
| 212 |
+
0.9991740167020124,
|
| 213 |
+
0.9991740260065186,
|
| 214 |
+
0.9991740164246233
|
| 215 |
+
]
|
| 216 |
+
]
|
| 217 |
+
},
|
| 218 |
+
"width": 384,
|
| 219 |
+
"in_features": 100,
|
| 220 |
+
"out_features": 2,
|
| 221 |
+
"depth": 4,
|
| 222 |
+
"padding": 200,
|
| 223 |
+
"parameters": 221605,
|
| 224 |
+
"cert_evals": {
|
| 225 |
+
"36": 0.09670781344175339,
|
| 226 |
+
"72": 0.05144032835960388,
|
| 227 |
+
"108": 0.02469135820865631,
|
| 228 |
+
"255": 0.002057613106444478
|
| 229 |
+
}
|
| 230 |
+
}
|
UCI_N4/sandwich/runs/hill-valley/fold_3/result.json
ADDED
|
@@ -0,0 +1,230 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 65,
|
| 3 |
+
"best_val_acc": 0.6929824561403509,
|
| 4 |
+
"test_acc": 0.5630081300813008,
|
| 5 |
+
"train_size": 606,
|
| 6 |
+
"val_size": 114,
|
| 7 |
+
"test_size": 492,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-1.948844459480215e-17,
|
| 12 |
+
-2.5637266420541724e-17,
|
| 13 |
+
1.2457948131107367e-17,
|
| 14 |
+
1.9391116875027874e-17,
|
| 15 |
+
-2.980518289087544e-17,
|
| 16 |
+
-2.2969341866729208e-17,
|
| 17 |
+
7.036221623681505e-18,
|
| 18 |
+
4.146160862384171e-17,
|
| 19 |
+
-4.096351970499688e-18,
|
| 20 |
+
9.532391377892357e-19,
|
| 21 |
+
1.2762526642400985e-16,
|
| 22 |
+
6.309698821366465e-17,
|
| 23 |
+
-9.017699495086035e-17,
|
| 24 |
+
4.1186800944479046e-17,
|
| 25 |
+
3.661239811508806e-17,
|
| 26 |
+
6.973244863827561e-18,
|
| 27 |
+
-3.7865850329681034e-17,
|
| 28 |
+
3.669827551488889e-18,
|
| 29 |
+
-2.6341461098908545e-17,
|
| 30 |
+
1.0127235500512785e-16,
|
| 31 |
+
3.784473880223e-17,
|
| 32 |
+
2.1297595150606345e-17,
|
| 33 |
+
-4.580127989377708e-19,
|
| 34 |
+
3.18891411260423e-17,
|
| 35 |
+
-1.0585820815449228e-17,
|
| 36 |
+
-7.048816975652293e-17,
|
| 37 |
+
-8.823616571536156e-17,
|
| 38 |
+
1.865257123674072e-17,
|
| 39 |
+
-5.615236914977071e-17,
|
| 40 |
+
1.1031524520415547e-16,
|
| 41 |
+
2.3600540755265324e-17,
|
| 42 |
+
-8.852242371469766e-17,
|
| 43 |
+
5.783556618586702e-17,
|
| 44 |
+
-3.1912041765989185e-17,
|
| 45 |
+
-4.751882788979372e-19,
|
| 46 |
+
6.6869868644914544e-18,
|
| 47 |
+
5.2737311217690955e-17,
|
| 48 |
+
6.242714449521817e-17,
|
| 49 |
+
9.860156787132197e-18,
|
| 50 |
+
-8.186978781012654e-17,
|
| 51 |
+
1.2269017851545536e-17,
|
| 52 |
+
5.862563826403467e-18,
|
| 53 |
+
-4.1037946784824266e-17,
|
| 54 |
+
1.648846076175975e-18,
|
| 55 |
+
1.992355675379303e-17,
|
| 56 |
+
-1.343351539284482e-16,
|
| 57 |
+
-2.5190703941577397e-18,
|
| 58 |
+
-3.162578376665308e-17,
|
| 59 |
+
-6.822100640178097e-17,
|
| 60 |
+
2.2213620748481885e-18,
|
| 61 |
+
-4.009902054700184e-17,
|
| 62 |
+
-2.0221265073102584e-17,
|
| 63 |
+
4.0786039745408495e-17,
|
| 64 |
+
-5.3014981477046974e-18,
|
| 65 |
+
-8.636403839970342e-17,
|
| 66 |
+
1.3323592321099754e-16,
|
| 67 |
+
-3.031686906468873e-17,
|
| 68 |
+
2.4629638262878628e-17,
|
| 69 |
+
-7.900720781676547e-19,
|
| 70 |
+
-2.1808565679421295e-17,
|
| 71 |
+
-2.3667811385109308e-17,
|
| 72 |
+
-3.421355608065148e-17,
|
| 73 |
+
-3.93662000687014e-17,
|
| 74 |
+
-1.3477026608743907e-17,
|
| 75 |
+
5.461086982334577e-17,
|
| 76 |
+
4.520586325515798e-17,
|
| 77 |
+
3.3308980802749385e-17,
|
| 78 |
+
-2.4513703773147504e-17,
|
| 79 |
+
7.315036915034873e-17,
|
| 80 |
+
-4.9035995286275094e-17,
|
| 81 |
+
-9.27475917848986e-18,
|
| 82 |
+
1.3957940047628566e-17,
|
| 83 |
+
8.647532119694533e-17,
|
| 84 |
+
8.232780060906432e-18,
|
| 85 |
+
-1.8377763557378056e-18,
|
| 86 |
+
3.1476929606998304e-17,
|
| 87 |
+
5.3192461436635365e-17,
|
| 88 |
+
-3.9789861907718845e-18,
|
| 89 |
+
1.712967868027263e-17,
|
| 90 |
+
-1.1502705187322778e-16,
|
| 91 |
+
3.993299090738689e-17,
|
| 92 |
+
-8.666460929900633e-17,
|
| 93 |
+
5.111995352144195e-17,
|
| 94 |
+
4.9780266084548967e-17,
|
| 95 |
+
5.461802627332917e-17,
|
| 96 |
+
6.062944425938742e-17,
|
| 97 |
+
-9.681245537547131e-18,
|
| 98 |
+
3.755704951289721e-18,
|
| 99 |
+
4.145015830386826e-17,
|
| 100 |
+
6.518380902882487e-17,
|
| 101 |
+
-4.1083748064718045e-17,
|
| 102 |
+
-3.692155675437105e-17,
|
| 103 |
+
9.606818457719744e-18,
|
| 104 |
+
-1.3339622769062576e-18,
|
| 105 |
+
-5.272872347771087e-18,
|
| 106 |
+
7.472765072669068e-17,
|
| 107 |
+
5.4952948132552416e-17,
|
| 108 |
+
-1.1065589222336543e-16,
|
| 109 |
+
6.657287597060333e-18,
|
| 110 |
+
-4.7032189290922345e-17
|
| 111 |
+
]
|
| 112 |
+
],
|
| 113 |
+
"std": [
|
| 114 |
+
[
|
| 115 |
+
0.9991740198480986,
|
| 116 |
+
0.999174018921411,
|
| 117 |
+
0.9991740270954932,
|
| 118 |
+
0.9991740228113029,
|
| 119 |
+
0.9991740158723277,
|
| 120 |
+
0.9991740243561008,
|
| 121 |
+
0.9991740252725309,
|
| 122 |
+
0.999174022151669,
|
| 123 |
+
0.9991740235072105,
|
| 124 |
+
0.9991740165590162,
|
| 125 |
+
0.9991740265611315,
|
| 126 |
+
0.9991740307025938,
|
| 127 |
+
0.9991740258785623,
|
| 128 |
+
0.9991740332613678,
|
| 129 |
+
0.9991740406234768,
|
| 130 |
+
0.9991740233656764,
|
| 131 |
+
0.99917402208918,
|
| 132 |
+
0.9991740282488505,
|
| 133 |
+
0.9991740156767379,
|
| 134 |
+
0.9991740258273182,
|
| 135 |
+
0.9991740265687704,
|
| 136 |
+
0.9991740257984052,
|
| 137 |
+
0.9991740313679454,
|
| 138 |
+
0.9991740235402499,
|
| 139 |
+
0.9991740301415374,
|
| 140 |
+
0.999174025174945,
|
| 141 |
+
0.9991740248772705,
|
| 142 |
+
0.9991740131152005,
|
| 143 |
+
0.9991740154072135,
|
| 144 |
+
0.999174010790505,
|
| 145 |
+
0.9991740145205046,
|
| 146 |
+
0.9991740094880226,
|
| 147 |
+
0.999174013734848,
|
| 148 |
+
0.9991740112483611,
|
| 149 |
+
0.999174012892406,
|
| 150 |
+
0.9991740196421095,
|
| 151 |
+
0.9991740163331171,
|
| 152 |
+
0.9991740185362487,
|
| 153 |
+
0.999174022570399,
|
| 154 |
+
0.9991740213173976,
|
| 155 |
+
0.9991740202239284,
|
| 156 |
+
0.9991740238427211,
|
| 157 |
+
0.9991740163680863,
|
| 158 |
+
0.999174017062169,
|
| 159 |
+
0.9991740125363977,
|
| 160 |
+
0.9991740134381419,
|
| 161 |
+
0.9991740191519729,
|
| 162 |
+
0.9991740283370354,
|
| 163 |
+
0.9991740155322458,
|
| 164 |
+
0.9991740139261396,
|
| 165 |
+
0.9991740184139896,
|
| 166 |
+
0.999174019859705,
|
| 167 |
+
0.9991740278504871,
|
| 168 |
+
0.9991740398149004,
|
| 169 |
+
0.999174023614369,
|
| 170 |
+
0.9991740280305289,
|
| 171 |
+
0.9991740362925333,
|
| 172 |
+
0.9991740390736555,
|
| 173 |
+
0.9991740447608781,
|
| 174 |
+
0.9991740366854855,
|
| 175 |
+
0.9991740362046343,
|
| 176 |
+
0.9991740405864491,
|
| 177 |
+
0.9991740375979712,
|
| 178 |
+
0.9991740333245271,
|
| 179 |
+
0.9991740409940638,
|
| 180 |
+
0.9991740310134122,
|
| 181 |
+
0.9991740304658957,
|
| 182 |
+
0.999174033728742,
|
| 183 |
+
0.999174036884333,
|
| 184 |
+
0.9991740224573864,
|
| 185 |
+
0.9991740220790023,
|
| 186 |
+
0.9991740325877202,
|
| 187 |
+
0.9991740370120651,
|
| 188 |
+
0.9991740334250748,
|
| 189 |
+
0.9991740430984879,
|
| 190 |
+
0.9991740318332668,
|
| 191 |
+
0.9991740344761934,
|
| 192 |
+
0.999174042827945,
|
| 193 |
+
0.9991740330505716,
|
| 194 |
+
0.9991740252745448,
|
| 195 |
+
0.9991740274917971,
|
| 196 |
+
0.9991740305192677,
|
| 197 |
+
0.9991740228891964,
|
| 198 |
+
0.9991740211061582,
|
| 199 |
+
0.9991740277499128,
|
| 200 |
+
0.9991740236142126,
|
| 201 |
+
0.9991740237191634,
|
| 202 |
+
0.999174021976502,
|
| 203 |
+
0.9991740197184515,
|
| 204 |
+
0.9991740112462193,
|
| 205 |
+
0.9991740199131119,
|
| 206 |
+
0.999174015985377,
|
| 207 |
+
0.9991740108661882,
|
| 208 |
+
0.9991740240105333,
|
| 209 |
+
0.9991740207849835,
|
| 210 |
+
0.9991740206058937,
|
| 211 |
+
0.9991740208986494,
|
| 212 |
+
0.9991740167020124,
|
| 213 |
+
0.9991740260065186,
|
| 214 |
+
0.9991740164246233
|
| 215 |
+
]
|
| 216 |
+
]
|
| 217 |
+
},
|
| 218 |
+
"width": 384,
|
| 219 |
+
"in_features": 100,
|
| 220 |
+
"out_features": 2,
|
| 221 |
+
"depth": 4,
|
| 222 |
+
"padding": 200,
|
| 223 |
+
"parameters": 221605,
|
| 224 |
+
"cert_evals": {
|
| 225 |
+
"36": 0.11585365235805511,
|
| 226 |
+
"72": 0.04471544548869133,
|
| 227 |
+
"108": 0.030487803742289543,
|
| 228 |
+
"255": 0.004065040498971939
|
| 229 |
+
}
|
| 230 |
+
}
|
UCI_N4/sandwich/runs/horse-colic/fold_0/result.json
ADDED
|
@@ -0,0 +1,80 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_epoch": 14,
|
| 3 |
+
"best_val_acc": 0.9242424242424242,
|
| 4 |
+
"test_acc": 0.8076923076923077,
|
| 5 |
+
"train_size": 68,
|
| 6 |
+
"val_size": 66,
|
| 7 |
+
"test_size": 234,
|
| 8 |
+
"stats": {
|
| 9 |
+
"mean": [
|
| 10 |
+
[
|
| 11 |
+
-3.918434204559376e-17,
|
| 12 |
+
1.6081907047879105e-16,
|
| 13 |
+
-8.898111006186917e-17,
|
| 14 |
+
4.5715065719859385e-17,
|
| 15 |
+
1.1428766429964846e-16,
|
| 16 |
+
-9.240973999085862e-16,
|
| 17 |
+
-1.457167719820518e-15,
|
| 18 |
+
-1.240837498110469e-16,
|
| 19 |
+
-8.996071861300901e-16,
|
| 20 |
+
-9.469549327685159e-16,
|
| 21 |
+
2.661269897263243e-16,
|
| 22 |
+
-3.632715043810255e-16,
|
| 23 |
+
0.0,
|
| 24 |
+
4.5715065719859385e-17,
|
| 25 |
+
-2.1796290262861528e-16,
|
| 26 |
+
-2.729842495843032e-15,
|
| 27 |
+
1.0841001299280941e-15,
|
| 28 |
+
3.7306758989242393e-16,
|
| 29 |
+
7.836868409118753e-17,
|
| 30 |
+
7.151142423320861e-16,
|
| 31 |
+
7.836868409118753e-17,
|
| 32 |
+
-4.081702296416017e-17,
|
| 33 |
+
5.877651306839064e-17,
|
| 34 |
+
-2.9959694855693565e-16,
|
| 35 |
+
5.028657229184532e-16
|
| 36 |
+
]
|
| 37 |
+
],
|
| 38 |
+
"std": [
|
| 39 |
+
[
|
| 40 |
+
0.9742956396024967,
|
| 41 |
+
0.9874129079346324,
|
| 42 |
+
0.9918559595947606,
|
| 43 |
+
0.99225721180266,
|
| 44 |
+
0.9921299699802761,
|
| 45 |
+
0.9848134955127864,
|
| 46 |
+
0.9843013518199359,
|
| 47 |
+
0.9861089730182948,
|
| 48 |
+
0.9755495809457849,
|
| 49 |
+
0.9860401240147575,
|
| 50 |
+
0.985286300764603,
|
| 51 |
+
0.9842961745285809,
|
| 52 |
+
0.9824073002181559,
|
| 53 |
+
0.9834383442239104,
|
| 54 |
+
0.9888717265277447,
|
| 55 |
+
0.986845504027903,
|
| 56 |
+
0.9879390608769005,
|
| 57 |
+
0.9920717709998307,
|
| 58 |
+
0.9922690297982814,
|
| 59 |
+
0.9844178185972415,
|
| 60 |
+
0.9871806289366772,
|
| 61 |
+
0.9789339023991226,
|
| 62 |
+
0.9926179246174212,
|
| 63 |
+
0.9926033525170048,
|
| 64 |
+
0.9725972171816771
|
| 65 |
+
]
|
| 66 |
+
]
|
| 67 |
+
},
|
| 68 |
+
"width": 128,
|
| 69 |
+
"in_features": 25,
|
| 70 |
+
"out_features": 2,
|
| 71 |
+
"depth": 4,
|
| 72 |
+
"padding": 50,
|
| 73 |
+
"parameters": 14155,
|
| 74 |
+
"cert_evals": {
|
| 75 |
+
"36": 0.7606837749481201,
|
| 76 |
+
"72": 0.6837607026100159,
|
| 77 |
+
"108": 0.6111111640930176,
|
| 78 |
+
"255": 0.14102564752101898
|
| 79 |
+
}
|
| 80 |
+
}
|