Hugging Face's logo

karths
/
binary_classification_train_requirement

Text Classification
Transformers
Safetensors
roberta
text-embeddings-inference
Model card Files
xet
Community
binary_classification_train_requirement
File size: 2,223 Bytes 
5ebfe65
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.5350394248962402,
        "eval_precision": 0.8132691278758695,
        "eval_recall": 0.8029582673005811,
        "eval_acc": 0.825561729886446,
        "eval_mcc": 0.6482610618664716,
        "eval_f1": 0.8080808080808081,
        "eval_auc": 0.9079088303488646,
        "eval_runtime": 45.6804,
        "eval_samples_per_second": 90.608,
        "eval_steps_per_second": 1.423,
        "epoch": 5.0
    },
    "1": {
        "eval_loss": 0.17293670773506165,
        "eval_precision": 0.9322647362978284,
        "eval_recall": 0.9524564183835182,
        "eval_acc": 0.9466054602561005,
        "eval_mcc": 0.8927884505222072,
        "eval_f1": 0.9422524170368435,
        "eval_auc": 0.9888017154638711,
        "eval_runtime": 44.3128,
        "eval_samples_per_second": 93.404,
        "eval_steps_per_second": 1.467,
        "epoch": 5.0
    },
    "2": {
        "eval_loss": 0.038910072296857834,
        "eval_precision": 0.9889357218124342,
        "eval_recall": 0.9915478077126255,
        "eval_acc": 0.991060642667311,
        "eval_mcc": 0.9819969315787961,
        "eval_f1": 0.9902400422052229,
        "eval_auc": 0.9991457490430837,
        "eval_runtime": 43.5039,
        "eval_samples_per_second": 95.141,
        "eval_steps_per_second": 1.494,
        "epoch": 5.0
    },
    "3": {
        "eval_loss": 0.02266552299261093,
        "eval_precision": 0.9905263157894737,
        "eval_recall": 0.99418911780243,
        "eval_acc": 0.9929934766851897,
        "eval_mcc": 0.9858940992776017,
        "eval_f1": 0.9923543369364619,
        "eval_auc": 0.9997593891164853,
        "eval_runtime": 43.2885,
        "eval_samples_per_second": 95.614,
        "eval_steps_per_second": 1.502,
        "epoch": 5.0
    },
    "4": {
        "eval_loss": 0.02025098353624344,
        "eval_precision": 0.9931470743278862,
        "eval_recall": 0.9952456418383518,
        "eval_acc": 0.9946847064508335,
        "eval_mcc": 0.9892951744325653,
        "eval_f1": 0.9941952506596307,
        "eval_auc": 0.9998631128697893,
        "eval_runtime": 43.5093,
        "eval_samples_per_second": 95.129,
        "eval_steps_per_second": 1.494,
        "epoch": 5.0
    }
}