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One Class Classifier based on Principal Curves in Python

Project description

OCPC Classifier

Principal Curves based Classifier in two versios: One-Class and MultiClass. This algorithm is free for use (MIT Licence) Please refer to our research paper: " de Melo Borges, F.E., Mota, O.F., Ferreira, D.D. et al. One-class classifier based on principal curves. Neural Comput & Applic (2023). https://doi.org/10.1007/s00521-023-08721-8 " when you use this algorithm.

This current version includes the pip repo, you can install the module using the pip command:

pip install ocpc-py

The pip's link is https://pypi.org/project/ocpc-py/

The example file shows the operation of the module in its 3 different applications.

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