Dimensionality Reduction, Machine Learning, Machine Learning Ai, Pca Analysis.
linear relationship between variables. 2. t-Distributed Stochastic Neighbor Embedding (t-SNE) t-SNE excels at capturing local and global structures, making it a go-to choice for visualization. However, it can be computationally expensive. 3. Isomap Isomap focuses on preserving geodesic distances,