File size: 874 Bytes
5f872c2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
f5a3393
5f872c2
 
f5a3393
5f872c2
 
 
 
 
 
 
f5a3393
 
 
5f872c2
 
 
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
{
  "labels": [
    "Engineering & professional services",
    "Research & development",
    "Facility operations & management",
    "Construction & building maintenance",
    "Equipment maintenance & repair",
    "IT & telecom services",
    "Environmental services",
    "Utilities, security & housekeeping",
    "Other services",
    "IT hardware & software",
    "Electrical & power equipment",
    "Lab instruments & chemicals",
    "Vehicles & machinery",
    "Other goods"
  ],
  "max_length": 96,
  "pad_id": 1,
  "pad_token": "<pad>",
  "threshold": 0.99,
  "metrics": {
    "baseline_test": {
      "accuracy": 0.6729153199741436,
      "macro_f1": 0.616396115797141,
      "weighted_f1": 0.6746384382104165
    },
    "finetuned_test": {
      "accuracy": 0.665158371040724,
      "macro_f1": 0.5694653060821443,
      "weighted_f1": 0.663787588778561
    }
  }
}