File:Hidden space linear classifier on Gaussian data.png

Summary
A linear classifier operating on a nonlinear sparse projection of 2-dimensional data on a 1000-dimensional hidden space. The data becomes linearly separable in the higher-dimensional space. The image shows the resulting classification.

Christos Dimitrakakis, 2005