File size: 1,345 Bytes
5ddddc3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "threshold": 0.5,
  "rule": "predict HAV when P(HAV) >= threshold",
  "positive_label": "HAV",
  "max_seq_length": 256,
  "chosen": "manually",
  "updated": "2026-10-08",
  "tuned_threshold_info": {
    "threshold": 0.873214840888977,
    "rule": "predict HAV when P(HAV) >= threshold",
    "positive_label": "HAV",
    "recall_floor": 0.75,
    "tuned_on": "pooled out-of-fold predictions, 5-fold CV on all labelled data (n=14982)",
    "final_mode": "cv_full",
    "oof_pooled_at_threshold": {
      "precision": 0.8600739371534196,
      "recall": 0.7502418574653338,
      "f1": 0.8014123320702722,
      "f0.5": 0.8356080741326054,
      "roc_auc": 0.9286660504841191
    },
    "oof_pooled_at_0.5": {
      "precision": 0.8010415071220708,
      "recall": 0.8432763624637214,
      "f1": 0.8216165265886419,
      "f0.5": 0.8091466056067826,
      "roc_auc": 0.9286660504841191
    },
    "cv_fold_mean_at_threshold": {
      "precision": 0.8602713115017393,
      "recall": 0.7502417405318292,
      "f1": 0.8014351606206255,
      "f0.5": 0.8357112536510138,
      "roc_auc": 0.9305891130964014
    },
    "cv_fold_sd_at_threshold": {
      "precision": 0.01264469910857227,
      "recall": 0.004401753404119227,
      "f1": 0.0035358058313396264,
      "f0.5": 0.008582361435463492,
      "roc_auc": 0.004316468755994513
    }
  }
}