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Over the next year, I'm hoping to get a better grip on some of the questions raised by the data revolution: In what situations should we rely on intuitive pattern recognition and in which situations should we ignore intuition and follow the data?
"Things don't follow an intuitive pattern," he said.
Nick Beim, partner at New York-based VC firm Venrock, puts it very eloquently in this article for Wired: "Most venture capitalists haven't internalised the success of female entrepreneurs to a sufficient degree to have it influence their intuitive pattern recognition".
These gene expression mosaics provide microarray data with a 'face' that is recognizable via intuitive pattern recognition, and were recently applied to allocate patients with septic shock into clinically relevant subclasses [ 14, 15].
Dual process theory highlights the interaction between two fundamental approaches to clinical reasoning: non-analytic (intuitive, pattern recognition) reasoning (System 1) and analytical reasoning (hypothetico-deductive) reasoning (System 2) [ 3].
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Voodoo analysis is the application of apparently intuitive patterns beyond their natural settings.
In response, theorists have proposed alternative models designed to explain these interesting (and often intuitive) patterns in the data.
Albeit some of these features have "intuitive names" ("intuitive" in this context meaning easily distinguishable by the human observer), none resemble or describe any intuitive patterns [11].
Although there is merit in this visual inspection of the patterns in these plots, because it affords the reader a simple and direct way to evaluate the data, more quantitative and sometimes less intuitive patterns emerge from calculations of fractional absorption (the quotient of AUCoral/AUCinj).
This result is intuitive: patterns of facultative cooperation should resemble those of obligatory cooperation (or competition) when benefits to both partners are large (or small) compared to the basal fitnesses of cooperative partners.
Hence, the progression rule gains some support, but the non-intuitive pattern of colonization involving a west to east direction, that was described for Festuca petraea [ 39], is also encountered.
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