Umap, Machine Learning, AI, Dimensionality Reduction.
interpretation might not be straightforward. In contrast, FA assumes that the observed variables are influenced by a smaller number of latent factors and allows for correlations among these factors. This makes FA suitable when you suspect that observed variables are driven by underlying,