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update readme file
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abedinia committed Jul 19, 2024
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SemiCart is an algorithm based on the Classification and Regression Trees (CART) that utilizes the weights of test data to enhance prediction accuracy. This algorithm employs methods such as Nearest Neighbor and metrics like Euclidean and Mahalanobis distances to determine these weights.


https://pypi.org/project/semicart/


## Features

- Semi-supervised decision tree algorithm.
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Here is an example of how to use SemiCart:

```python
from semicart import WeightCalculator, SemiCARTClassifier
from semicart import SemiCARTClassifier
from db_weights.weights import WeightCalculator

# Calculate weights using Nearest Neighbor
weights_calculator = WeightCalculator()
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## Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

## License

This project is licensed under the MIT License.

## Author

Aydin Abedinia - Vahid Seydi
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