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gpEMOCreg
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Christoph Kaeding 547dcc1dc6 init 7 tahun lalu
activeLearning 547dcc1dc6 init 7 tahun lalu
evaluation 547dcc1dc6 init 7 tahun lalu
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README.md

Expected Model Output Change (EMOC) for regression

Source code for method described in the following paper:

  • Active Learning for Regression Tasks with Expected Model Output Changes. Christoph Käding and Erik Rodner and Alexander Freytag and Oliver Mothes and Björn Barz and Joachim Denzler. British Machine Vision Conference (BMVC). 2018.

If you use parts of the code, please cite this paper.

Dependencies
  • Python 2.7
  • numpy
  • scipy
  • scikit-learn
Usage
  1. define setup (see example_setup.cfg)
  2. precompute setup (run evaluation/PrecomputeExperimentalSetup.py setup.cfg)
  3. start experiment (run evaluation/RunExperiment.py setup.cfg)
  4. see results (stored in results.mat)