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The classification method, based on the Support Vector Data Description (SVDD), has a suitable formulation for this task, because it is capable of fitting a model on a relatively small set of examples, which may also include negative examples (patterns from other known classes or even novelties), with maximal margin separation.
Some examples: Patterns of findings or collective "lessons learned" that are consistent across multiple settings are especially valuable for EBPH.
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For example patterns of brain organisation appear similar between gay men and heterosexual women and between lesbian women and heterosexual men.
For example, patterns, energy and matter, and stability and change, just to name a few.
Figure 7 shows some example patterns from the seven test sequences.
In the mountain pine beetle example, patterns are correlated across topographic barriers.
But Epigenomics plans to set up a proprietary database on differences between healthy and diseased tissues to flag, for example, patterns associated with tumors.
Just as the algorithm analyzes how often words appear in a body of text to pick out topics (and flag, for example, patterns resembling spam), it cycled through the Hydra video and identified repetitive movements.
Tuning of geometric signatures can give very different descriptions, for example, patterns of local convexity changed dramatically with threshold values in calculating convex points (Fig. 7).
Citing a practice known as "pattern matching" Williams said that "Investors are making decisions based on example patterns -- and the current pattern is Mark Zuckerberg: young, male and white".
For example, patterns of over- and underrepresented oligonucleotides carry a phylogenetic signal and are thus diagnostic for many individual species [2], [3], [6], [7].
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