It is recognized the importance of knowing the descriptive properties of a dataset when tackling a data science problem. Having information about the redundancy. complexity and density of a problem allows us to make decisions as to which data preprocessing and machine learning techniques are most suitable. In classification problems. https://www.knowall.blog/