File size: 2,743 Bytes
56bb8d8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
{
  "checkpoint": "L:\\Dab\\OppaiOracle\\experiments\\run1_vit\\checkpoints\\last.pt",
  "checkpoint_epoch": 27,
  "checkpoint_step": 170799,
  "val_samples": 296056,
  "num_tags_evaluated": 19292,
  "skip_indices": [
    0,
    1
  ],
  "sweep": {
    "min": 0.001,
    "max": 0.999,
    "step": 0.001,
    "count": 999
  },
  "micro": {
    "pr_breakeven": {
      "threshold": 0.6703923830091953,
      "precision": 0.6590625047683716,
      "recall": 0.6590625047683716,
      "f1": 0.6590625047678715,
      "interpolated": true
    },
    "f1_optimal": {
      "threshold": 0.6890000000000001,
      "precision": 0.6945814490318298,
      "recall": 0.631279706954956,
      "f1": 0.6614194512367249
    }
  },
  "macro_single_threshold": {
    "support_ge_0": {
      "tags_evaluated": 19292,
      "tags_total": 19292,
      "pr_breakeven": {
        "threshold": 0.6138130034804344,
        "precision": 0.5879629850387573,
        "recall": 0.5879629850387573,
        "f1": 0.5879629850382573,
        "interpolated": true
      },
      "f1_optimal": {
        "threshold": 0.638,
        "precision": 0.6384379267692566,
        "recall": 0.557437002658844,
        "f1": 0.5590507388114929
      }
    },
    "support_ge_1": {
      "tags_evaluated": 19291,
      "tags_total": 19292,
      "pr_breakeven": {
        "threshold": 0.6138130099773407,
        "precision": 0.5879935026168823,
        "recall": 0.5879935026168823,
        "f1": 0.5879935026163823,
        "interpolated": true
      },
      "f1_optimal": {
        "threshold": 0.638,
        "precision": 0.6384710669517517,
        "recall": 0.5574659109115601,
        "f1": 0.5590797662734985
      }
    },
    "support_ge_5": {
      "tags_evaluated": 19290,
      "tags_total": 19292,
      "pr_breakeven": {
        "threshold": 0.6138140349388123,
        "precision": 0.5880097150802612,
        "recall": 0.5880097150802612,
        "f1": 0.5880097150797612,
        "interpolated": true
      },
      "f1_optimal": {
        "threshold": 0.638,
        "precision": 0.6384868621826172,
        "recall": 0.5574818253517151,
        "f1": 0.5590939521789551
      }
    }
  },
  "per_tag": {
    "min_support": 5,
    "pr_summary": {
      "tags_with_support": 19290,
      "mean_threshold": 0.621989121848163,
      "median_threshold": 0.622,
      "p25_threshold": 0.5760000000000001,
      "p75_threshold": 0.668,
      "mean_precision": 0.5903011607590863,
      "mean_recall": 0.590301160752134
    },
    "f1_summary": {
      "mean_threshold": 0.6416145152928978,
      "median_threshold": 0.641,
      "mean_f1": 0.6218033705281114
    }
  }
}