A Python library for an incremental and decremental fuzzy bounded twin support vector machine.
This library contains the implementation of the increment and decremental fuzzy bounded twin support vector machine [1].
The library is currently under active development, therefore, to install the development library you can run the following command:
pip install git+https://github.com/kritchie/LIBiFBTSVM.gitOr, alternatively, you can clone the project and navigate to its root folder, then run the following command:
(Make sure to have poetry installed in your environment)
make installThe examples/ directory contains a few examples on how to use this library to perform classification tasks.
This packages uses poetry to manage its dependencies. You can install like running the following command:
pip install poetry
To run the testing pipeline, simply run the following :
make test- de Mello, A. R., Stemmer, M. R., & Koerich, A. L. (2019). Incremental and Decremental Fuzzy Bounded Twin Support Vector Machine. arXiv preprint arXiv:1907.09613.