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There is the need to extract the most relevant features out of these datasets to keep predictive models simple, accurate and free of pollution with irrelevant information.
One team leader recalled all the tasks that he/she needed to perform: "[I had to] make final decisions, to hold meetings and synthesize the various datasets, to keep the team organized and running smoothly, to communicate with the media and the public officials" (Iteration 2, Volcanic Section Manager).
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Next, we filtered the dataset to keep chains that are at most 30% similar with each other (to evenly sample the sequence space) and removed proteins that had any REMARK 465 annotation, i.e. any annotated disorder.
In the next result we establish a condition on the observed dataset in order to keep this property in the process of parameter estimation.
"The community was depending on NPOESS" to keep datasets continuous over time, says Roy Spencer of the University of Alabama in Huntsville.
Instead, there are turf wars involving doctors, celebrity campaigners who have no idea what cardiac datasets look like, politicians seeking to keep their seats and distressed parents whose agony over their children is being perpetuated through uncertainty, confusion and bickering.
These dates were planned to keep our datasets temporally consistent and to produce a normalized geodatabase.
We performed this study on the six well-known, large, real and public Enron datasets.6 Enron corpora tries to keep the same characteristics of a real user mailbox.
First, the users have to upload their novel and confidential data to the server, though they want to keep these datasets in their local files before publication.
We have decided to keep all datasets in our further analysis, but these ones will be labeled as less trustworthy data.
Permanent references to electronic datasets take the same form as for electronically published journal articles, i.e. a DOI, and the repositories have the same moral obligation as journal publishers to keep the datasets accessible as long as possible.
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CEO of Professional Science Editing for Scientists @ prosciediting.com