Svd, Matrix Decomposition, Data Processing, Feature Engineering, Unsupervised Learning.
happens if we use more singular vectors We can already start to see the boat with just 5 of these singular vectors. And with about 5% of the rank of the original image we can see the boat very clearly. But wait, if the rank is low, doesn’t that mean that more columns are linearly dependent now