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ll-svm's Introduction

LL-SVM

Install

  • poetry install

Run

  • if want to run banana dataset or moon dataset

    • poetry run python main.py <moon/banana> <anchor_number>
  • other

    • poetry run python main.py <upsp/mnist/letter/caltech> <anchor_number> <epoch> <lambda> <skip> <t0> <nearest_number>

Reference

Ladicky, L., & Torr, P. (2011). Locally linear support vector machines. In Proceedings of the 28th International Conference on Machine Learning (ICML-11) (pp. 985-992).

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