|
|
| --- |
| license: mit |
| tags: |
| - imdb |
| - sentiment |
| - subset |
| --- |
| This dataset contains the original IMDB train split plus balanced dev and test splits derived from the IMDB test set. |
|
|
| ### Generation Command |
| ```bash |
| python take_split.py --target_dataset imdb-dev-test-split --dev_size 15000 --test_size 10000 --seed 42 --private |
| ``` |
|
|
| ## Dataset Splits |
|
|
| - Train: 25000 samples (label distribution: {0: 12500, 1: 12500}) |
| - Dev: 15000 samples (label distribution: {0: 7500, 1: 7500}) |
| - Test: 10000 samples (label distribution: {0: 5000, 1: 5000}) |
| - Seed: 42 |
|
|
| ## Notes |
|
|
| - Source: [imdb](https://huggingface.co/datasets/imdb) |
| - Train split is the original unmodified IMDB train set (25k samples) |
| - Dev and test are carved from the original IMDB test set (25k samples) |
| - Dev and test are both label-balanced (50% positive / 50% negative) |
| - Each document has a unique MD5 hash ID derived from its text content |
| - Dataset passed determinism sanity check before upload |
|
|
| ## License |
|
|
| See original dataset (MIT) |
|
|
