https://github.com/sadit/knearestcenters.jl

Classification algorithms based on kernel nearest centers
https://github.com/sadit/knearestcenters.jl

Last synced: 3 months ago
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Classification algorithms based on kernel nearest centers

• Host: GitHub
• URL: https://github.com/sadit/knearestcenters.jl
• Owner: sadit
• License: mit
• Created: 2020-12-21T17:16:05.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2024-01-10T03:12:08.000Z (over 1 year ago)
• Last Synced: 2025-01-19T05:57:32.402Z (4 months ago)
• Language: Julia
• Size: 372 KB
• Stars: 4
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# KNearestCenters

[![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://sadit.github.io/KNearestCenters.jl/dev/)

[![Build Status](https://github.com/sadit/KNearestCenters.jl/workflows/CI/badge.svg)](https://github.com/sadit/KNearestCenters.jl/actions)

[![Coverage](https://codecov.io/gh/sadit/KNearestCenters.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/sadit/KNearestCenters.jl)

This reposity contains classification algorithms based on prototype selection and feature mapping through kernel functions. It uses ensembling and model selection to improve the classification performance.