Machine Learning, Data Science, Dimensionality Reduction, Svd, Linear Algebra.
look like actual faces. Others look noisy and hence I discarded them. I preserved a total of 120 eigenfaces and transformed the data into the new face space. Then I used the k-nearest neighbors classifier to predict the names based on the faces. You can see the classification report below. Clearly,