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u-haru
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log-inspector

Text Classification
Transformers
PyTorch
English
bert
Inference Endpoints
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README.md CHANGED
@@ -4,7 +4,6 @@ license: apache-2.0
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  pipeline_tag: text-classification
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  ---
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  # Log Inspector
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-
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  Pretrained model on nginx access logs. Based on [bert-base-cased](https://huggingface.co/bert-base-cased).
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  ## How to use
@@ -50,4 +49,7 @@ I trained with 9500 access logs. Here is evaluation score:
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  and evaluation with 10000 logs:
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  ```json
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  {'mcc': 0.8494104528008076, 'tp': 9964, 'tn': 26, 'fp': 0, 'fn': 10, 'auroc': 0.9999845752803442, 'auprc': 0.9999999597891697, 'eval_loss': 0.0058870489358901976}
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- ```
 
 
 
 
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  pipeline_tag: text-classification
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  ---
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  # Log Inspector
 
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  Pretrained model on nginx access logs. Based on [bert-base-cased](https://huggingface.co/bert-base-cased).
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  ## How to use
 
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  and evaluation with 10000 logs:
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  ```json
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  {'mcc': 0.8494104528008076, 'tp': 9964, 'tn': 26, 'fp': 0, 'fn': 10, 'auroc': 0.9999845752803442, 'auprc': 0.9999999597891697, 'eval_loss': 0.0058870489358901976}
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+ ```
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+
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+ ## Training
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+ Source codes are available here: [github.com/u-haru/log-inspector](https://github.com/u-haru/log-inspector)