Hugging Face's logo

karths
/
binary_classification_train_design

Text Classification
Transformers
Safetensors
roberta
Model card Files
xet
Community
binary_classification_train_design
File size: 2,232 Bytes 
5a80841
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.44263672828674316,
        "eval_precision": 0.8340094802920955,
        "eval_recall": 0.8501284116136334,
        "eval_acc": 0.8421415342206142,
        "eval_mcc": 0.6844367950446504,
        "eval_f1": 0.8419918085794352,
        "eval_auc": 0.9213721670099608,
        "eval_runtime": 92.4426,
        "eval_samples_per_second": 502.301,
        "eval_steps_per_second": 7.854,
        "epoch": 5.0
    },
    "1": {
        "eval_loss": 0.2547060549259186,
        "eval_precision": 0.9154959924157545,
        "eval_recall": 0.9247812649632177,
        "eval_acc": 0.9205539044665547,
        "eval_mcc": 0.8411493779565805,
        "eval_f1": 0.9201152038805518,
        "eval_auc": 0.9740600180062491,
        "eval_runtime": 95.9903,
        "eval_samples_per_second": 483.737,
        "eval_steps_per_second": 7.563,
        "epoch": 5.0
    },
    "2": {
        "eval_loss": 0.09699167311191559,
        "eval_precision": 0.9701421183015342,
        "eval_recall": 0.9716623862795456,
        "eval_acc": 0.9711849076108025,
        "eval_mcc": 0.9423655216605232,
        "eval_f1": 0.9709016571701969,
        "eval_auc": 0.9955248279117542,
        "eval_runtime": 100.5243,
        "eval_samples_per_second": 461.918,
        "eval_steps_per_second": 7.222,
        "epoch": 5.0
    },
    "3": {
        "eval_loss": 0.06927449256181717,
        "eval_precision": 0.9810338092964715,
        "eval_recall": 0.9839804979975623,
        "eval_acc": 0.9826631921262895,
        "eval_mcc": 0.9653278877230188,
        "eval_f1": 0.9825049442548845,
        "eval_auc": 0.9984043728811378,
        "eval_runtime": 104.6971,
        "eval_samples_per_second": 443.498,
        "eval_steps_per_second": 6.934,
        "epoch": 5.0
    },
    "4": {
        "eval_loss": 0.0173803698271513,
        "eval_precision": 0.9943944726893496,
        "eval_recall": 0.9961258869107212,
        "eval_acc": 0.9953050632093554,
        "eval_mcc": 0.990610733652845,
        "eval_f1": 0.9952594267820642,
        "eval_auc": 0.9997952580012661,
        "eval_runtime": 109.8075,
        "eval_samples_per_second": 422.858,
        "eval_steps_per_second": 6.612,
        "epoch": 5.0
    }
}