An approach to dealing with missing values in heterogeneous data using k-nearest neighbors

Davi E. N. Frossard, Igor O. Nunes, Renato A. Krohling

Techniques such as clusterization, neural networks and decision making usually rely on algorithms that are not well suited to deal with missing values. However, real world data fre…