Dear scikit-learn community,
is there an implementation of confidence-weighted (CW) for scikit-learn or
is there an interest to have CW learning implemented for scikit? I have
noticed that the related passive-aggressive algorithm is already
implemented as part of the linear learner but CW learning is not.
I have implemented CW learning during my graduate school days and would be
interested to port the implementation to scikit-learn if this is seen as
useful.
regards,
Daniel
References
=============
Confidence-Weighted Linear Classification
Mark Dredze, Koby Crammer and Fernando Pereira
Proceedings of the 25th International Conference on Machine Learning
(ICML), 2008
Multi-Class Confidence Weighted Algorithms
Koby Crammer, Mark Dredze and Alex Kulesza
Empirical Methods in Natural Language Processing (EMNLP), 2009
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