Metadata-Version: 2.4
Name: ergs-selector
Version: 0.1.0
Summary: Effective Range-based Feature Selection (ERGS) for Classification
Home-page: https://github.com/yourusername/ergs-selector
Author: Your Name
Author-email: your@email.com
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: scikit-learn
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
Dynamic: license-file
Dynamic: requires-dist
Dynamic: requires-python
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# ERGS Selector

`ergs-selector` is a Python package for performing Effective Range-based Feature Selection (ERGS) for classification problems. It helps select features based on their value range separation across classes.

## Installation

```bash
pip install ergs-selector
```

## Usage

```python
from ergs_selector import ERGSSelector

selector = ERGSSelector(top_k=15)
X_selected = selector.fit_transform(X, y)
```

## License

MIT
