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Core genes, often assumed to be vertically inherited, were typically expected to produce a fundamental vertical framework, against which the evolution of traits and lineages was to be interpreted.
In addition to Disney-esque plastic riding figures — including a giraffe, a deer, a cow and a frighteningly animated crescent moon — it has an arched, vertical framework dotted by blinking lights from which effigies of children dangle like angels.
The weighting policy in horizontal framework is almost commonly used in the vertical framework.
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we also can regard the vertical ensemble framework as an extreme case of horizontal ensemble framework where only one base classifier is selected and trained on the latest data chunk.
In a generalized vertical differentiation framework, the equilibrium line is exactly the same as the first-best socially optimal line.
And then we talked about vertical ensemble framework.
In vertical ensemble framework, classifier diversity is a primary factor to guarantee accuracy.
It can be illustrated in Figure 4. Figure 4 Vertical ensemble framework.
Vertical ensemble framework tends to selecting different type of classifiers and training it independently on the up-to-data data-chunk.
While vertical ensemble framework building classifiers using different learning algorithms on the same data-chunk, in this way it can decrease the expected bias error compared to any single classifiers.
This hybrid vertical coordinate model provides the framework to easily capture the impact of different coordinate systems on dynamics.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com