| # TSB-AD Dataset |
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| This directory stores the example data and file lists used by VETime for evaluation on TSB-AD. |
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| ## Directory Layout |
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| ```text |
| Datasets/ |
| ├── TSB-AD-U/ # Univariate time series |
| ├── TSB-AD-M/ # Multivariate time series |
| └── File_List/ # Evaluation and tuning file lists |
| ``` |
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| ## Download |
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| - [TSB-AD-U](https://www.thedatum.org/datasets/TSB-AD-U.zip) |
| - [TSB-AD-M](https://www.thedatum.org/datasets/TSB-AD-M.zip) |
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| After downloading and extracting the archives, place the two dataset folders under this directory. The repository also includes example time series in `TSB-AD-U/` and `TSB-AD-M/`. |
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| ## File Naming Convention |
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| ```text |
| [index]_[dataset_name]_id_[id]_[domain]_tr_[train_index]_1st_[first_anomaly_index].csv |
| ``` |
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| Supported domains include `Web Service`, `Sensor`, `Environment`, `Traffic`, `Finance`, `Facility`, `Medical`, and `Synthetic`. |
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| The `File_List/` directory contains the file lists used for evaluation and hyperparameter tuning. |
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| ## Data License |
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| The datasets are provided for reproducibility. Please consult the [TSB-AD documentation](https://thedatumorg.github.io/TSB-AD/) and the original data sources for the license of each included dataset. |
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