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The Dodgers pounced on this initial rule change, using it to keep pitchers healthy throughout the season, as they nursed relatively innocuous injuries.
Studies which differed from each other quantitatively but not qualitatively were viewed as essentially similar for the purposes of this initial rule set formulation.
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The specific features depended on whether the initial rule was head-gaze or identity following: head-gaze caused an insuppressible shift of attention to the target gazed at by the demonstrator, whereas identity matching prompted much later shifts of attention, however, only if the initial rule had been identity following.
A novel attribute of the system is that it analyzes the behavior of misclassifications during training (i.e., typical mistakes) to extract a few more rules which are augmented to the initial rule base to improve its performance.
After clustering, the initial rule base is modified to converge the cluster centers.
For the designing of each of the initial rule base, K-Means clustering algorithm is being used.
The training data sheet is used to extract the initial rule base and then optimize it using GA.
It was derived from miniature wargames with a variation of the Chainmail game serving as the initial rule system.
Judge Contreras did void the initial rule, finding that the Administration had failed to provide an adequate rationale for one component, but he upheld several aspects of it.
The law, passed in 1996, also bars agencies from writing a "substantially" similar rule after the initial rule has been blocked ― a major concern for legal experts and advocates.
It would not help the algorithm to converge if some useful rules are not in the initial rule base, and the testing accuracy can also be difficult to be further improved during the training.
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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