Machine Learning, Artificial Intelligence, Dimensionality Reduction, Pca Analysis.
other. This isolation poses significant challenges for predictions and increases the risk of overfitting. Reducing the number of dimensions down to two or maybe three makes it possible to plot the data on a graph, and often gain some important insights by visually detecting patterns, such as