File size: 1,513 Bytes
9e6db80 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 | {
"model_type": "addressingtwoproblemsdee",
"dataset": "junyi",
"n_folds_completed": 5,
"n_folds_failed": 0,
"fold_failures": [],
"leap_kt_version": "0.1.0",
"hardware": {
"device": "cuda",
"accelerator": "NVIDIA GeForce RTX 3090",
"torch_version": "2.9.1+cu128",
"cuda_version": "12.8",
"cpu": "x86_64",
"platform": "Linux 5.15.0-140-generic"
},
"protocol": {
"test_ratio": 0.2,
"n_folds": 5,
"early_stopping_patience": 10,
"early_stopping_metric": "auc",
"max_epochs": 200,
"primary_metric": "auc",
"secondary_metrics": [
"acc",
"f1"
],
"validation_source": "held_out_fold",
"seed": 0,
"is_deviation": false,
"deviation_reason": ""
},
"auc_mean": 0.7606270190095488,
"auc_std": 0.00015883942525581518,
"auc_per_fold": [
0.7603833247934281,
0.7605841538274069,
0.7607785923218324,
0.7607561986254332,
0.7606328254796436
],
"acc_mean": 0.7486541131409037,
"acc_std": 0.00015987507858169513,
"acc_per_fold": [
0.7486138780212659,
0.7486031402342354,
0.7488826385142945,
0.7484506004949488,
0.7487203084397743
],
"f1_mean": 0.835243246845429,
"f1_std": 0.0005598563340626233,
"f1_per_fold": [
0.8356712061574009,
0.8346083682738618,
0.835859803069334,
0.8347194505526658,
0.8353574061738825
],
"batch_size": 32,
"wall_seconds": 12208.6,
"git_commit": "2c1ccef92689539bee5834e079cc284f6ca7da5e",
"reference_auc": null
}
|