CW specific initialization of ILS.
CW - Confidence Weighted Learning
Reference: Dredze, M., Crammer, K., Pereira, F.: Confidence-weighted linear classification. In: Proceedings of the 25th International Conference on Machine Learning, pp. 264-271. ACM (2008), http://webee.technion.ac.il/people/koby/publications/icml08_variance.pdf
Documentation
algorithms/icl_initILS_CW
ILS = icl_initILS_CW(ILS, dim, algSetup)
Inputs:
| ILS | matlab structure describing the learning system |
| dim | integer > 0, number of dimensions |
| algSetup | algorithm specific setup parameters |
Outputs:
| ILS | matlab structure describing the learning system |
Calls:
- none
Called by:
- none
Authors:
- Simon Herkenhoff (sherkenh(at)uos.de)
- Andreas Buschermöhle (andbusch(at)uos.de)
Last change: 2013-11-21 - Version 1.6