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Update README.md
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Jamie Zhu committed Aug 23, 2019
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Expand Up @@ -42,10 +42,10 @@ Code organization:
+ [logparser](./logparser): the logparser package
+ [logs](./logs): Some log samples and manually parsed structured logs with their templates (ground truth).

Please follow the [installation steps](https://logparser.readthedocs.io/en/latest/installation/dependency.html) and [demo](https://logparser.readthedocs.io/en/latest/demo.html) in the docs to get started. To reproduce the experimental results, please run the [benchmark](./benchmark) scripts.
Please follow the [installation steps](https://logparser.readthedocs.io/en/latest/installation/dependency.html) and [demo](https://logparser.readthedocs.io/en/latest/demo.html) in the docs to get started.

### Benchmarking results
All the log parsers have been evaluated across 16 different logs available in [loghub](https://github.com/logpai/loghub). We report parsing accuracy as the percentage of accurately parsed log messages.
All the log parsers have been evaluated across 16 different logs available in [loghub](https://github.com/logpai/loghub). We report parsing accuracy as the percentage of accurately parsed log messages. To reproduce the experimental results, please run the [benchmark](./benchmark) scripts.

<p align="center"><a href="https://arxiv.org/abs/1811.03509"><img src="./docs/img/parsers.png" width="768"></a></p>

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