Dimensionality Reduction, Pca, Machine Learning, Lda, Curse Of Dimensionality.
guarantee the increase in the performance of the model. Note that these methods are just a way to train the model faster or preserve our resources but not a way to increase the performance of the model. In most cases, the performance of the model trained on the reduced data will be poor in