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Studies which differed from each other quantitatively but not qualitatively were viewed as essentially similar for the purposes of this initial rule set formulation.
Our approach was to use the extensive literature on keratinocyte/fibroblast interactions combined with in vitro experimentation (comparing murine and human fibroblasts) to generate an initial rule set for defining fibroblast behaviour.
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In Mr Buchanan's landmark work, "The Calculus of Consent", co-written with Gordon Tullock, the authors split political decision-making into two stages: an initial rule-setting, or "constitutional", stage; and a subsequent politics-as-usual stage.
As with our initial mutation identification rule set, we imposed conservative criteria in determining whether a given putative mutation was unique to a single MA line.
Critically, the only element of the entire system which requires re-coding between scenarios is (a) the initial training data and (b) the rule set.
The algorithm performs two main phases: the first one builds an initial set of rules and the second one optimizes the rule set k times (typically k is set to 2).
Whatever method of bounding the rules is used, the initial PCFG must be carefully chosen if a reasonably good, meaningful rule set is to be learned.
At the initial stage, C4.5 is applied to a classification problem to generate a rule set.
It takes a rule set.
Initial rule base design.
Ehrhard's genius was to generalize to n colors and look at all the variety of ways we could set up the initial rules for creating the pattern.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com