Dimension Reduction Dimensionalily Reduction
A dimension denotes a measurement of a certain aspect of an object. Other names for dimension are attribute or feature or variable names in a data set.
Reduction implies to decrease the respective size or volume.
Dimensionality reduction (DR) is one of the data reduction techniques which include encoding or transformation mechanisms to reduce the size of the data sets.