Dimensionality Reduction, Pca, Machine Learning, Lda, Curse Of Dimensionality.
others are correlated. Therefore, these training instances lie within or quite close to the much lower sub-space of the original high-dimensional space. In other words, there exists a lower dimensional representation of the data that is almost equivalent to the representation of data in its