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Model services accept a dataset URI in order to apply a model and obtain predictions.
With this model, services are discovered and collaborate in more of an automated manner.
In this model, services interact and can be providers or consumers of data and behavior.
It provides a front end to multiple OpenTox services, currently integrating IDEA ontology, dataset, feature and model services with TUM descriptor calculation and model services and NTUA algorithm services.
Future work will include integration of other third party model services, as well as Validation and Reporting services.
Some prediction model services provide Predictive Model Markup Language (PMML) representations [30] to improve their portability, since many machine learning applications like Weka provide support for PMML.
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Deanna Oppenheimer, the Barclays executive who runs the branch, is an American familiar with Hill's business model – service rather than price.
In this model, service and contract are packaged together.
These graphs are called coordination patterns and concretely model service orchestration.
Then finally, a dataset with all calculated descriptor values is submitted to the Model service.
There are three constituents in the proposed model: service, user and mediator.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com