Quantity and distribution of sparsity.

Assessment of model performance on sparse datasets with different degrees of sparsity (1–10 of 11 features) and sparsity distributions (Real-world, Random, Terminal, Central). Colored lines denote mean root mean squared error; shaded bands represent 99% confidence intervals.