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Adjacency Wrapping matriX (AWX)

Adjacency Wrapping matriX (AWX) is a NN output layer for efficient and consistent Hierarchical Multi-label Classification.

Requirements

This implementation has been tested with:

  • Python 2.7.15
  • Numpy 1.15.4
  • Keras 2.2.4
  • TensorFlow GPU 1.12.0

ECML data reproduction

Use the the first version of the code. Download the datasets of the ECML comparison. Additional datasets.

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NN output layer for consistent Hierarchical Multi-label Classification

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