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The selected rule is split into two or more specialized more detailed rules providing a better insight and detailed view into the system.
Then, the states of components are updated if condition of the randomly selected rule is satisfied.
Including these rules in the selected rule subset will significantly change the fitness value and classification accuracy during training.
Then, all rules activated by the randomly selected rule are added to AR for the next iteration step.
The aim of this work was to evaluate the performance of three selected rule based classifier algorithms, RIPPER, RIDOR and PART, for the analysis of genetic association studies.
A target card appeared centrally and was to be matched with 1 of 4 reference cards, according to a randomly selected rule (colour, shape, or number).
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Novelty values are higher when the covered compounds of a rule are not covered by any previously selected rules.
Refinement of the 55 selected rules and subsequent BAS unification resulted in the nine BASs (A-1 to E) shown in Figure 11.
This movement depends on the size of MDP(_{mathrm {REF}}) rules set selected in the first iteration, since these selected rules are correlated with the employed and utilized measures.
The proposed method initially employs a genetic algorithm (GA) to pick important rules from a preliminary rule base produced by grid partitioning and, subsequently, selected rules are given weights using the GA.
(Scanlon, 1982, p. 110) The requirement of impartiality is captured here by the basic fact that the question is whether everyone who is to live under the selected rules can reasonably accept them.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com