| --- |
| license: mit |
| tags: |
| - sklearn |
| - tabular-classification |
| - excel |
| - spreadsheet |
| --- |
| |
| # sheet-cell-classifier |
|
|
| RandomForest cell role classifier for Excel spreadsheets, used by |
| [sheet-call-tree](https://github.com/roksechs/sheet-call-tree). |
|
|
| ## Model |
|
|
| Predicts whether a spreadsheet cell is a **header** (0) or **data** (1). |
| Trained on CTC (CIUS + SAUS) and ENTRANT datasets. |
|
|
| **Features (23):** gap-proximity (dist_above, dist_left), row/col numeric fractions, |
| format fields (bold, italic, colors, borders, alignment, data type), value type flags. |
|
|
| ## Usage |
|
|
| ```python |
| from huggingface_hub import hf_hub_download |
| import joblib |
| |
| model_path = hf_hub_download(repo_id="roksechs/sheet-cell-classifier", filename="cell_classifier.joblib") |
| clf = joblib.load(model_path) |
| ``` |
|
|
| `sheet-call-tree >= 0.1.2` downloads and uses this model automatically. |
|
|
