Dimensionality Reduction, Pca, Machine Learning, Lda, Curse Of Dimensionality.
possible to decompress the data into its original size using inverse_transform function. Obviously, this won’t give us the original dataset as it is since we have lost a part of the information (about 5%) in the reduction process. But still, this decompressing will give us the dataset which is