Since the UCI datasets are meant for standalone prediction tasks, we discuss how external data in a dynamic form is simulated from UCI datasets in Additional file 1, Section 5.
The design philosophy of the software is both simplicity and interoperability, i.e. to write standalone programs for simple tasks that are combined through shell scripting to provide more complex functionality, and to communicate with other software via common image formats.
Google debuts a standalone to-do app, Google Tasks.
Although standalone web servers exist for similar tasks (e.g., e2g [ 44] for genome alignment and PROBEmer [ 45] for probe design), ESTPiper integrates such functionalities into a comprehensive pipeline with additional enhancements.
At the time of its acquisition, Pinterest said that it would allow Instapaper to operate as a standalone service, while the team was tasked with working on both the core Pinterest experience and Instapaper.
All user analysis tasks are managed by a standalone queuing system that the main platform uses to schedule new analysis jobs, monitor the execution status of existing jobs and notify the user when a job is complete.
I've already written about Iron Man 2 over on my Week in geek blog, where I pointed out that this is a movie which sets itself the tough task of succeeding as a standalone sequel and also setting up Marvel studios' future outings starring Captain America and Thor (as well as, eventually, the Avengers, which will unite those two with Iron Man).
The application of SVM for the task is discussed, both as the standalone regression method and combined with the preceding classification approach (such as decision trees).
This meager result implies that applied features, without any further processing, should not be used as a standalone input into GMM classifier in a speaker discrimination task.
