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Materials for the experiments in "Sensible characterization of datasets : A dissimilarity approach"

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WilliamRaynaut/Dissimilarity-dataset-characterization

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Dissimilarity-dataset-characterization

This repository features tables, source code, and all materials relative to the experiments presented in the paper "Sensible characterization of datasets : A dissimilarity approach"

  • "Dissimilarity meta-attributes.xlsx" details the generic and feature-specific meta-attributes used in the dissimilarity
  • "Theoretical validation.xlsx" details the algorithm and classifiers from OpenML used in theoretical validation
  • "Experimental validation.xlsx" details the algorithm, classifiers, and evaluation from OpenML used in experimental validation, the extracted meta-attributes, as well as the evaluated Meta-classifiers and feature selection methods
  • "src" folder contains the source code for the experiment described in Experimental validation
  • "Ressources" folder contains the meta-dataset constructed from openML in a format exploitable by the program

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Materials for the experiments in "Sensible characterization of datasets : A dissimilarity approach"

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