| ---
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| license: apache-2.0
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| task_categories:
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| - time-series-forecasting
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| tags:
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| - time-series
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| - forecasting
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| - benchmark
|
| ---
|
|
|
| This repository contains the extracted time series features (tsfeatures) for each variate and the detailed forecasting results for every experiment.
|
|
|
| **Note**: These files are for building leaderboard and visualization; users do not need to download this directory.
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|
|
| * `features/`: **Statistical Features (tsfeatures)**
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|
|
| Each dataset's features are saved to: `output/features/{dataset}/{freq}/`.
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| This directory stores the computed tsfeatures for the variates in the dataset. The folder contains a CSV file named either:
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| * `test.csv`: Features calculated on the **test split**.
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| * `full.csv`: Features calculated on the **full dataset**.
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|
|
| * `results/`: **Experimental Results**
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|
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| Each experiment is saved to: `output/results/{model}/{dataset}/{freq}/{horizon}/`.
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| Each directory represents a specific model-dataset-frequency-horizon combination and contains the following files:
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| * `config.json`: The experiment settings and hyperparameters.
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| * `metrics.npz`: Window-level forecasting metrics (e.g., MASE, CRPS).
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| * `predictions.npz`: Quantile prediction results for each sliding window.
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| |
