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Add weighting matrix to cost function #45

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rickvanveen opened this issue Jan 29, 2021 · 0 comments
Open

Add weighting matrix to cost function #45

rickvanveen opened this issue Jan 29, 2021 · 0 comments
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@rickvanveen
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Is your feature request related to a problem? Please describe.
Not related to any problem per se. It would provide a way to weighting certain mistakes higher than others. Potentially, indirectly enabling some form of ordinal classification as well.

Describe the solution you'd like
Implement the cost function weighting that is briefly described in:

Ghosh, S., Baranowski, E. S., van Veen, R., de Vries, G. J., Biehl, M., Arlt, W., ... & Bunte, K. (2017). Comparison of strategies to learn from imbalanced classes for computer aided diagnosis of inborn steroidogenic disorders. In ESANN.

Describe alternatives you've considered
N/a

Additional context
N/a

@rickvanveen rickvanveen self-assigned this Jan 29, 2021
@rickvanveen rickvanveen added this to the v0.2 milestone Apr 12, 2021
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