Example: Hubness reduction¶

These examples show how to perform hubness reduction in kNN classification in (nested) cross-validation and pipelines.

../_images/sphx_glr_pipelines_thumb.png

Example: skhubness in Pipelines¶

../_images/sphx_glr_olivetti_faces_thumb.png

Face recognition (Olivetti faces)¶

Download all examples in Python source code: auto_examples_hr_python.zip

Download all examples in Jupyter notebooks: auto_examples_hr_jupyter.zip

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scikit-hubness

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Getting Started

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Documentation

  • User Guide
    • Core concepts
    • Hubness analysis
    • Hubness reduction
    • Nearest neighbors
    • Examples
      • Example: Hubness reduction
      • Example: Approximate nearest neighbor search
      • Example: Approximate hubness reduction
      • Example: From sklearn to skhubness
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