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Now the REST approach is leading us to all kinds of simplifications that benefit both programmers and users".
Although putting the API version in the URI is against REST approach, however, putting it in the resource representation itself is not supported by all the formats (MIME types).
AMBIT follows the REST approach to representation of all resources, for example the chemical structure diagram can be retrieved by requesting the proper MIME type (i.e. image/png) of a chemical structure resource.
Further information on interfaces and the REST approach is included in Additional File 3. The choice of employing web services allows the complete framework to operate in different locations, independent of operating systems and underlying implementation details. Figure 2 shows the OpenTox resources modelled in the OpenTox Ontology.
To realize the semantic search engine, we propose a system of data integration1 using a federated information system in which different autonomous sources of information (e.g. a BIM server, graph database and CMS) can be integrated using a common XML schema and queried as a single information source using a REST approach.
In our study, we used one vs. rest approach for creating datasets.
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For the BP method, 10 trials are used due to its long training time while, for the rest approaches, 50 trials are utilized.
For multi-class classification, the one-against-rest approach was employed.
Reviewer comments: The authors need to explain what they do in the event of a tie in their one-vs-rest approach to multi-class classification.
Once these topics have been identified, it is possible to build probability models or classifiers using a one-versus-rest approach as a way of assigning training labels.
Traditionally, "one-to-one" or "one-to-the-rest" approaches have been applied to integrate combinations of unit binary classifiers.
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CEO of Professional Science Editing for Scientists @ prosciediting.com