Add v2 result: tta_significance.json
Browse files
results_v2/tta_significance.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"observed": {
|
| 3 |
+
"tta": {
|
| 4 |
+
"AUC": 0.9978714145929891,
|
| 5 |
+
"Accuracy": 0.9846685250272694,
|
| 6 |
+
"F1": 0.9810430091413157,
|
| 7 |
+
"Brier": 0.017190540411536115,
|
| 8 |
+
"Sensitivity": 0.979428485936565,
|
| 9 |
+
"Specificity": 0.9882358932572826
|
| 10 |
+
},
|
| 11 |
+
"plain": {
|
| 12 |
+
"AUC": 0.9974218958290437,
|
| 13 |
+
"Accuracy": 0.9827293661374379,
|
| 14 |
+
"F1": 0.9786644707291511,
|
| 15 |
+
"Brier": 0.018266279223715383,
|
| 16 |
+
"Sensitivity": 0.9779323758228605,
|
| 17 |
+
"Specificity": 0.9859951110205745
|
| 18 |
+
}
|
| 19 |
+
},
|
| 20 |
+
"bootstrap_diff": {
|
| 21 |
+
"AUC": {
|
| 22 |
+
"delta": 0.0004504482256065278,
|
| 23 |
+
"ci_low": 0.00032607341966656156,
|
| 24 |
+
"ci_high": 0.0005896385616253496,
|
| 25 |
+
"p": 0.0
|
| 26 |
+
},
|
| 27 |
+
"Accuracy": {
|
| 28 |
+
"delta": 0.0019507635438128705,
|
| 29 |
+
"ci_low": 0.0011513755908374446,
|
| 30 |
+
"ci_high": 0.0027875409041328014,
|
| 31 |
+
"p": 0.0
|
| 32 |
+
},
|
| 33 |
+
"F1": {
|
| 34 |
+
"delta": 0.002393883517579346,
|
| 35 |
+
"ci_low": 0.0013951773414039692,
|
| 36 |
+
"ci_high": 0.0034336788678614337,
|
| 37 |
+
"p": 0.0
|
| 38 |
+
},
|
| 39 |
+
"Brier": {
|
| 40 |
+
"delta": -0.001079140095262553,
|
| 41 |
+
"ci_low": -0.0013022035991479366,
|
| 42 |
+
"ci_high": -0.0008735447083433598,
|
| 43 |
+
"p": 0.0
|
| 44 |
+
},
|
| 45 |
+
"Sensitivity": {
|
| 46 |
+
"delta": 0.0015398567672050922,
|
| 47 |
+
"ci_low": 0.00014916001524734323,
|
| 48 |
+
"ci_high": 0.0029884654669386627,
|
| 49 |
+
"p": 0.039
|
| 50 |
+
},
|
| 51 |
+
"Specificity": {
|
| 52 |
+
"delta": 0.002230423873901572,
|
| 53 |
+
"ci_low": 0.0012820579630309608,
|
| 54 |
+
"ci_high": 0.0032560571276653598,
|
| 55 |
+
"p": 0.0
|
| 56 |
+
}
|
| 57 |
+
},
|
| 58 |
+
"delong_auc": {
|
| 59 |
+
"auc_tta": 0.9978714145929892,
|
| 60 |
+
"auc_plain": 0.9974218958290437,
|
| 61 |
+
"z": 6.622761540129544,
|
| 62 |
+
"p": 3.525491010236692e-11
|
| 63 |
+
}
|
| 64 |
+
}
|