Hugging Face's logo

karths
/
binary_classification_train_process

Text Classification
Transformers
Safetensors
roberta
Model card Files
xet
Community
binary_classification_train_process
File size: 2,226 Bytes 
580a140
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
    "0": {
        "eval_loss": 0.6202978491783142,
        "eval_precision": 0.7923027989821882,
        "eval_recall": 0.8017380109430319,
        "eval_acc": 0.7984754645069081,
        "eval_mcc": 0.59698456089617,
        "eval_f1": 0.7969924812030075,
        "eval_auc": 0.8870305498858377,
        "eval_runtime": 44.7537,
        "eval_samples_per_second": 140.703,
        "eval_steps_per_second": 2.212,
        "epoch": 4.99
    },
    "1": {
        "eval_loss": 0.2259555459022522,
        "eval_precision": 0.933162775823473,
        "eval_recall": 0.9391696169938848,
        "eval_acc": 0.9367852604828463,
        "eval_mcc": 0.8735771690947788,
        "eval_f1": 0.9361565607956368,
        "eval_auc": 0.9839345561762185,
        "eval_runtime": 47.9838,
        "eval_samples_per_second": 131.211,
        "eval_steps_per_second": 2.063,
        "epoch": 5.0
    },
    "2": {
        "eval_loss": 0.04572784900665283,
        "eval_precision": 0.9852894147745442,
        "eval_recall": 0.9916317991631799,
        "eval_acc": 0.98856416772554,
        "eval_mcc": 0.9771460723470462,
        "eval_f1": 0.9884504331087584,
        "eval_auc": 0.9988428803025527,
        "eval_runtime": 47.0994,
        "eval_samples_per_second": 133.675,
        "eval_steps_per_second": 2.102,
        "epoch": 5.0
    },
    "3": {
        "eval_loss": 0.016032598912715912,
        "eval_precision": 0.9939063502245029,
        "eval_recall": 0.9974251689732861,
        "eval_acc": 0.9957115628970775,
        "eval_mcc": 0.9914281153088547,
        "eval_f1": 0.9956626506024098,
        "eval_auc": 0.9999034640217526,
        "eval_runtime": 45.0213,
        "eval_samples_per_second": 139.845,
        "eval_steps_per_second": 2.199,
        "epoch": 5.0
    },
    "4": {
        "eval_loss": 0.01594957336783409,
        "eval_precision": 0.9964561855670103,
        "eval_recall": 0.9954940457032507,
        "eval_acc": 0.9960292249047014,
        "eval_mcc": 0.9920574545142239,
        "eval_f1": 0.9959748832716149,
        "eval_auc": 0.9998809574633111,
        "eval_runtime": 47.184,
        "eval_samples_per_second": 133.435,
        "eval_steps_per_second": 2.098,
        "epoch": 5.0
    }
}