👉 Sparsity, in statistics and machine learning, refers to a phenomenon where there are more observations with values less than a certain threshold compared to those with values greater than that threshold. This can be seen as an underestimation of the total number of elements or variables. In data science, it is often used when dealing with large datasets or when applying machine learning algorithms to handle high-dimensional inputs.
