Machine Learning, Linear Algebra.
can try plotting the pairwise combination of all features and see if there are pairs which comply with a linear or higher-dimensional relationship (as seen on the figure bellow. Seaborn pairplot example On the figure above, we can distinguish a linear relationship between petal_width and petal