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I don't think that's quite right.. According to wikipedia, embedding is: https://en.wikipedia.org/wiki/Embedding https://en.wikipedia.org/wiki/Embedding So Pr
by sjg007 8y ago
I don't think that's quite right.. According to wikipedia, embedding is:
https://en.wikipedia.org/wiki/Embedding https://en.wikipedia.org/wiki/Embedding
So Projection sounds closer to what you describe.
https://en.wikipedia.org/wiki/Projection_(mathematics) https://en.wikipedia.org/wiki/Projection_(mathematics)
So my original comment is not quite right either. The embedding is a structure preserving map. A projection isn't necessarily structure preserving. ''' To be an embedding, such a mapping must preserve order "both ways": '''
http://mathworld.wolfram.com/Embedding.html http://mathworld.wolfram.com/Embedding.html
I think that a projection from p dimensions to q<p dimensions isn't structure preserving.
At this point a mathematician may be able to explain more.
- xapata 8y agoSVMs project the data into a higher dimensional space, not lower. A mixed blob of dots on a plane can't be cleanly separated by a line into two colors, but if you blow them out into a cube by some arbitrary projection, a plane will be able to separate them cleanly.