Text Classification
Joblib
English
finance
expense-tracker
tabular
scikit-learn
tf-idf
File size: 1,069 Bytes
73b95ee
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "full_train_rows": 1119554,
  "baseline_rows": 1119554,
  "transformer_rows": 1000000,
  "baseline_country_counts": {
    "India": 251754,
    "Canada": 217494,
    "Australia": 217170,
    "UK": 216735,
    "USA": 216401
  },
  "transformer_country_counts": {
    "India": 232158,
    "Canada": 192284,
    "Australia": 192072,
    "UK": 191777,
    "USA": 191709
  },
  "baseline_class_counts": {
    "financial_services": 133254,
    "shopping_retail": 128988,
    "food_dining": 111144,
    "transportation": 111123,
    "entertainment_recreation": 110799,
    "utilities_services": 107050,
    "healthcare_medical": 106117,
    "government_legal": 104572,
    "charity_donations": 104103,
    "income": 102404
  },
  "transformer_class_counts": {
    "financial_services": 117051,
    "shopping_retail": 114479,
    "food_dining": 99417,
    "transportation": 99361,
    "entertainment_recreation": 99241,
    "utilities_services": 96078,
    "healthcare_medical": 95281,
    "government_legal": 93524,
    "charity_donations": 93313,
    "income": 92255
  }
}