Hugging Face's logo

moneim
/
query-classifier-model

Model card Files
xet
 Community
query-classifier-model
File size: 976 Bytes
fe09077
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "system_names": [
    "accounting",
    "communication",
    "enterprise_resource_planning",
    "knowledge_management",
    "project_management",
    "sales"
  ],
  "optimal_thresholds": [
    0.7796880006790161,
    0.7162944078445435,
    0.18759685754776,
    0.664119303226471,
    0.9837205410003662,
    0.5630736947059631
  ],
  "model_performance": {
    "hamming_loss": 0.07066666666666667,
    "subset_accuracy": 0.704,
    "macro_f1": 0.8169891027897243,
    "micro_f1": 0.8029739776951673
  },
  "training_info": {
    "total_queries": 621,
    "training_samples": 496,
    "test_samples": 125,
    "feature_dimensions": 500,
    "model_architecture": {
      "input_dim": 500,
      "hidden_dims": [
        256,
        128,
        64
      ],
      "output_dim": 6
    }
  },
  "model_description": "Probabilistic multi-label classifier for business query routing",
  "version": "1.0.0",
  "framework": "PyTorch",
  "created_by": "Claude Code Assistant"
}