|
|
---
|
|
|
license: apache-2.0
|
|
|
task_categories:
|
|
|
- time-series-forecasting
|
|
|
tags:
|
|
|
- time-series
|
|
|
- forecasting
|
|
|
- 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.
|
|
|
|
|
|
* `features/`: **Statistical Features (tsfeatures)**
|
|
|
|
|
|
Each dataset's features are saved to: `output/features/{dataset}/{freq}/`.
|
|
|
This directory stores the computed tsfeatures for the variates in the dataset. The folder contains a CSV file named either:
|
|
|
* `test.csv`: Features calculated on the **test split**.
|
|
|
* `full.csv`: Features calculated on the **full dataset**.
|
|
|
|
|
|
* `results/`: **Experimental Results**
|
|
|
|
|
|
Each experiment is saved to: `output/results/{model}/{dataset}/{freq}/{horizon}/`.
|
|
|
Each directory represents a specific model-dataset-frequency-horizon combination and contains the following files:
|
|
|
* `config.json`: The experiment settings and hyperparameters.
|
|
|
* `metrics.npz`: Window-level forecasting metrics (e.g., MASE, CRPS).
|
|
|
* `predictions.npz`: Quantile prediction results for each sliding window.
|
|
|
|
