MI Problems

Repository of datasets and resources for multiple instance learning

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  • Home
  • About
  • Datasets
    • Biocreative
    • Birds
    • Corel
    • Fox, Tiger, Elephant
    • Messidor
    • Musk
    • Mutagenesis
    • Newsgroups
    • UCSB Breast
    • Web recommendation
  • MI Learning
MI Problems

Datasets

Images:

  • Fox, Tiger, Elephant
  • Corel

CAD images:

  • UCSB breast cancer histopathology
  • Messidor diabetic retinopathy

Molecule activity:

  • Musk
  • Mutagenesis

Text categorization:

  • Newsgroups
  • Web Recommendation
  • Biocreative

Audio classification:

  • Birds

Information

  • MIL on Wikipedia
  • Overview of papers by Li Wen
  • Results of MIL classifiers

Tools

  • Data in CSV format and R classifiers
  • MIL toolbox for MATLAB
  • PRTools
  • Similarity of datasets (interactive)
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