NeighborhoodPreservingEmbedding converter used to construct embeddings as described in:
He, X., Cai, D., Yan, S., & Zhang, H.-J. (2005). Neighborhood preserving embedding. Tenth IEEE International Conference on Computer Vision ICCV05 Volume 1, 2, 1208-1213. Ieee. Retrieved from http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1544858
This method is hardly applicable to very high-dimensional data due to necessity to solve eigenproblem involving matrix of size (dim x dim).
Definition at line 38 of file NeighborhoodPreservingEmbedding.h.
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Constructor & Destructor Documentation
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|simple ||features to be used |
|matrix ||weight matrix |
|dimension ||dimension of embedding |
- null-space approximation feature matrix
Definition at line 39 of file NeighborhoodPreservingEmbedding.cpp.
|const char * get_name
The documentation for this class was generated from the following files: