csharp

c#

status

This version is usable.

summary

This is the modern implementation of MoRPE. My plan is to keep the C# version in sync with other modern versions.

roadmap

• More testing
  • We currently have minimal testing which just proves basic overall functionality of the training algorithm.
  • We need unit tests for all the encapsulated "units" of functionality.
  • We need many more scenarios for classifier training.
• Visualization
  • The goal is to generate "subspace" plots, similar to figures 7, 8, 9, and 10 from the paper Ing_Morpe.docx.
  • The plots would be SVG, but would incorporate a bitmapped graphics file for each 2D cloud.
• Multiple classifier management
  • We would expand the TrainingContext class to be a container for many classifier variants.
    • All 1D classifiers (1 per dimension)
    • All 2D classifiers (1 per dimension pair)
    • All full-dimensionality classifiers.
    • Classifiers of various polynomial rank.
  • This supports two kinds of operations.
    • The cross-validation procedure, used to choose a best-fitting classifier.
    • The generation of model output for the "subspace" plots.
• Model selection via cross-validation
  • Code to train multiple classifier variants, to pick the best variant.