Curse Of Dimensionality - How do you cure the curse of dimensionality?

Lean datasets, which are shorter and include fewer attributes but more samples, are incompatible with many algorithms. In order to rescue your model from the curse, you might have to reduce the dimensionality of your data by feature selection and engineering techniques, essentially starving it.