Very few studies report on the use of an iterative variable selection procedure [ 25] to select the most relevant variables and optimize the prediction accuracy of the RFM, although the classification accuracy improved when such a protocol was applied [ 24, 25, 68, 98] (Supplementary Table S1).
Briefly, CMIM selection is an iterative feature selection procedure in which those features are selected which have the highest mutual information with the class variable, conditioned on those features which have already been selected.
The iterative model selection procedure requires initialization of the parameters Λ, Ψ and ξ j.
An iterative in vitro selection procedure was used to isolate a new class of catalytic RNAs (ribozymes) from a large pool of random-sequence RNA molecules.
Using an iterative reserve-selection procedure, we identify a core system of five botanical reserves within the Park.
The consistency based diagnosis method is combined with a test selection procedure to produce an original iterative diagnosis method for hybrid systems that reduces diagnosis ambiguity at each iteration.
Fig. 1 Landmark selection procedure.
First, a forward selection procedure was used.
