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Results confirm, first, that the choice of the representation strongly influences the classification results, second that a classifier has to be designed for a specific representation.
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Every motherboard is designed for a specific CPU slot.
Every machine has been designed for a specific application.
Every metal has been designed for a specific application.
Take as a reference a certain agency design with a specific representation profile and a corresponding degree of effectiveness in performing a certain task.
"From a design standpoint, they're very beautiful buildings, but they're being designed for a very specific constituency".
"My blades are designed for a very specific use: running.
For example, DL comprise the logical semantics for knowledge representation which constitute the basis of ontological encoding specifically designed for a group of knowledge representation languages which include OWL, the standard language for ontologies over the Web.
The dual mining method eliminates the need to develop a specific representation language for biomedicine, to elicit user's knowledge.
Eg: on demand IT resources, sophisticated security designed for a company's specific requirements.
Some may be designed for specific domains, such as graphical representations of the consequences of learner beliefs, that relate directly to representations of the domain (e.g. animations of learner beliefs in the same form as domain animations demonstrated for programming steps and chemistry (Johan and Bull 2010)).
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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