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Next, for each instance point in the new positive class, the method first finds its k-nearest neighbors in negative class instances with MapReduce, and then sample instance points along the line between the instance and its k-nearest negative neighbors.
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In each instance, scientists point out that the process worked, ultimately, in exposing the fabrications.
In this case, elements of the domain are usually described by a set of features, or properties, which permit to assign each instance a point in a multidimensional space.
Economists at Chase Manhattan, for instance, point out that the prices for new-model cars rose only modestly.
For instance, point mobility calculations on subcomponent level are used to obtain more accurate input parameters for statistical energy analysis (SEA) models.
You may rehearse what you want to say and your friend might, for instance, point out where you sound defensive or insincere.
In this instance, point shoes have taken the form of moulded, thigh high black boots while tutus have been rendered with spikes.
The differences shown in melanoma, for instance, point towards a possible aetiological link with a sex-related behaviour or exposure.
At this point, it is not clear whether partial LOH also occurs in HNPCC tumors of individuals carrying other types of MMR gene mutations, for instance point mutations.
For instance, point spread function (PSF) reconstruction, which improves spatial resolution throughout the entire field of view, has recently become commercially available in clinical PET/CT systems.
To carry out the data pre-processing, the algorithm first calculated the center of positive class instances, and then sample instance points along the line between the center and each positive class instance, in a similar style than SMOTE [28].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com