Meta-analytic design patterns
Abstract
Meta-analytics are, in short, patterns for approaching modern data tasks. In this chapter, a broad set of design patterns relevant to data analytics are overviewed. In later chapters, many of these will be described in more rigor and applied to specific problems; however, the intent of this chapter is to provide a sweeping overview of the depth and breadth of meta-analytic design patterns to drive home the cheering message that the large repertoire of patterns to choose from virtually guarantees that a better system can be built than any single existing analytic approach can provide. Armed with the ground truthing and experimental design techniques we have already learned, we end this chapter ...
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