File size: 3,072 Bytes
d83f0de
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
{
 "rate_matched": 0.3446675399939219,
 "at_0.5": {
  "threshold": 0.5,
  "precision": 0.6431,
  "recall": 0.4136,
  "f1": 0.5035,
  "pred_rate": 0.0072,
  "teacher_rate": 0.0112
 },
 "rate_matched_eval": {
  "threshold": 0.3446675399939219,
  "precision": 0.5118,
  "recall": 0.5118,
  "f1": 0.5118,
  "pred_rate": 0.0112,
  "teacher_rate": 0.0112
 },
 "curve": [
  {
   "threshold": 0.05,
   "precision": 0.2263,
   "recall": 0.7689,
   "f1": 0.3497,
   "pred_rate": 0.0379,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.1,
   "precision": 0.2947,
   "recall": 0.6934,
   "f1": 0.4136,
   "pred_rate": 0.0263,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.15,
   "precision": 0.3492,
   "recall": 0.648,
   "f1": 0.4538,
   "pred_rate": 0.0207,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.2,
   "precision": 0.3962,
   "recall": 0.6099,
   "f1": 0.4804,
   "pred_rate": 0.0172,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.25,
   "precision": 0.4388,
   "recall": 0.5726,
   "f1": 0.4968,
   "pred_rate": 0.0146,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.3,
   "precision": 0.4706,
   "recall": 0.5385,
   "f1": 0.5023,
   "pred_rate": 0.0128,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.35,
   "precision": 0.5178,
   "recall": 0.5069,
   "f1": 0.5123,
   "pred_rate": 0.0109,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.4,
   "precision": 0.5528,
   "recall": 0.4672,
   "f1": 0.5064,
   "pred_rate": 0.0094,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.45,
   "precision": 0.6049,
   "recall": 0.442,
   "f1": 0.5108,
   "pred_rate": 0.0082,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.5,
   "precision": 0.6431,
   "recall": 0.4136,
   "f1": 0.5035,
   "pred_rate": 0.0072,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.55,
   "precision": 0.6667,
   "recall": 0.3731,
   "f1": 0.4784,
   "pred_rate": 0.0062,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.6,
   "precision": 0.687,
   "recall": 0.3293,
   "f1": 0.4452,
   "pred_rate": 0.0053,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.65,
   "precision": 0.7196,
   "recall": 0.2976,
   "f1": 0.4211,
   "pred_rate": 0.0046,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.7,
   "precision": 0.7517,
   "recall": 0.2676,
   "f1": 0.3947,
   "pred_rate": 0.004,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.75,
   "precision": 0.7822,
   "recall": 0.2214,
   "f1": 0.3451,
   "pred_rate": 0.0032,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.8,
   "precision": 0.8199,
   "recall": 0.1809,
   "f1": 0.2963,
   "pred_rate": 0.0025,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.85,
   "precision": 0.8558,
   "recall": 0.1444,
   "f1": 0.2471,
   "pred_rate": 0.0019,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.9,
   "precision": 0.8931,
   "recall": 0.0949,
   "f1": 0.1716,
   "pred_rate": 0.0012,
   "teacher_rate": 0.0112
  },
  {
   "threshold": 0.95,
   "precision": 0.9804,
   "recall": 0.0406,
   "f1": 0.0779,
   "pred_rate": 0.0005,
   "teacher_rate": 0.0112
  }
 ]
}