 Intrinsic dimension

In the fields of pattern recognition and machine learning, the intrinsic dimension for a data set can be thought of as the number of variables needed in a minimal representation of the data.Similarly, in signal processing of multidimensional signals, the intrinsic dimension of the signal describes how many variables are needed to generate a good approximation of the signal.