File size: 1,653 Bytes
f6b8a39
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
    "DATE": {
        "precision": 1.0,
        "recall": 0.9444444444444444,
        "f1-score": 0.9714285714285714,
        "support": 18.0
    },
    "LOCATION": {
        "precision": 0.6666666666666666,
        "recall": 0.6666666666666666,
        "f1-score": 0.6666666666666666,
        "support": 9.0
    },
    "ORGANIZATION": {
        "precision": 0.961038961038961,
        "recall": 0.9487179487179487,
        "f1-score": 0.9548387096774195,
        "support": 78.0
    },
    "OTHER": {
        "precision": 0.5185185185185185,
        "recall": 0.5833333333333334,
        "f1-score": 0.5490196078431373,
        "support": 24.0
    },
    "PERSON": {
        "precision": 0.8679245283018868,
        "recall": 0.8363636363636363,
        "f1-score": 0.8518518518518519,
        "support": 55.0
    },
    "QUANTITY": {
        "precision": 0.8333333333333334,
        "recall": 0.8928571428571429,
        "f1-score": 0.8620689655172413,
        "support": 28.0
    },
    "TITLE": {
        "precision": 0.14285714285714285,
        "recall": 0.1,
        "f1-score": 0.11764705882352941,
        "support": 10.0
    },
    "micro avg": {
        "precision": 0.8318181818181818,
        "recall": 0.8243243243243243,
        "f1-score": 0.8280542986425339,
        "support": 222.0
    },
    "macro avg": {
        "precision": 0.7129055929595013,
        "recall": 0.7103404531975961,
        "f1-score": 0.7105030616869168,
        "support": 222.0
    },
    "weighted avg": {
        "precision": 0.8283929604684321,
        "recall": 0.8243243243243243,
        "f1-score": 0.8257020617268388,
        "support": 222.0
    }
}