Dimensionality Reduction, Pca, Machine Learning, Lda, Curse Of Dimensionality.
manifold learning. As shown in the visualization of the Swiss Roll dataset above, one cannot find the projection of the data without overlapping many data instances onto each other. So in this kind of case, rather than projecting onto the lower subspace, we unroll this data. This means we will