Although the number of selected ligands for the rules is still high (from 33,211 to 4,003,380), these initial induced rules effectively reduced set of ligands to be explored in VS experiments validating our proposal methodology.
The capacity to detect the presence or absence of regularity allows us to simplify or reduce sets of observations to their underlying rules and laws.
It is conceivable that some of the rules in the reduced set represent larger numbers of patterns from the original dataset than others.
"Grapefruit" was a revolution, demonstrating that works of art could be reduced to a set of rules that anyone could execute.
More important, globalisation may further fracture the traditional link between skills and wages.As Frank Levy of MIT points out, offshoring and technology work in tandem, since both dampen the demand for jobs that can be reduced to a set of rules or scripts, whether those jobs are for book-keepers or call-centre workers.
Lady Eve Balfour, one of the earliest advocates for organic farmers, said that the best kind of farming could not be reduced to a set of rules.
To the degree that this knowledge can be reduced to a fixed set of rules and facts, it would be hard for even the most experienced leader to compete with a machine.
Green practitioners understand that human health and illness cannot be reduced to a simple set of rules and confined to a predetermined group of favored therapeutic options.
There is the possibility that when reducing an expression, the set of rules of a rewrite system could be applied in more than one way.
In this study, the number of input membership functions has been selected large enough to classify performance indicators as precisely as an experienced operator would do, while keeping the number of states small to reduce the set of control rules.
