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While the features we chose have proven to be quite discriminative for the classification task at hand, the bias adaptation was indispensable for two of the six subjects (and did not degrade the performance for the other subjects).
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In addition to the above situation involving pluripotent cells of different origins, we suggest that the following a priori knowledge will be indispensable for using two modules as a monitor of the stem potential versus differentiation potential, especially for the hDiffModule (and the hORGNet).
Bert wrote books on Communism that are models of energetic scholarship, while Ella, his indispensable partner for six decades, emerged in her last years as a staunch Reaganite as well as a walking archive of the Old Left.
There was, of course, much to tell about the Beatles which was new and of which Martin, their indispensable collaborator for seven years, had often been the only other witness.
In his view, the components of the social structure have indispensable functions for one another the continued existence of the one component is dependent on that of the others and for the society as a whole, which is seen as an integrated, organic entity.
The method of reindeer hunting season estimations based on the analysis of archaeological antlers, cheek teeth and fetal long-bone diaphyses underlines that the combined use of antlers, teeth, and fetal bones is indispensable for determining all four seasons.
These results indicate that a functional TRAF6 was indispensable for signaling through the two TRAF6-binding sites (i.e., no other TRAF proteins, such as TRAF3, could substitute the function of TRAF6).
Unfortunately, to my surprise and disappointment — I'll cop to extreme discomfort too — the hottest ticket of this year's festival, an indispensable one for collectors of theatrical marathons, also turned out to be a long, slow fizzle.
Paxillin and Focal Adhesion Kinase (FAK) are two factors indispensable for actin filament assembly, cell spreading and cell migration [44].
CS is caused by mutations in two genes indispensable for TC-NER, CSA and CSB.
These means became indispensable for China's bureaucratic apparatus for millennia to come (Creel 1974).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com