As a result , representational resources may be wasted on areas of the input space that are irrelevant to the task .
RBF centres are determined with reference to the distribution of the input data , but without reference to the prediction task .
Representational resources may be wasted on areas of the input space that are irrelevant to the task .
RBF centres are determined with reference to the distribution of the input data , but without reference to the prediction task .