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We used principal component analysis to identify ten groups of statistically independent metrics and selected one metric from each group that discriminated most strongly between reference and most degraded sites based on t-scores.
Four MMIs were thus developed: MMI-1 – adjusted MMI with metrics selected after cluster analysis); MMI-2 – adjusted MMI with one metric from each category; MMI-3 – unadjusted MMI with metrics selected after cluster analysis; MMI-4 – unadjusted MMI with one metric from each category.
For a given number of top splicing candidates detected by each metric from each platform, we determine how many correspond to annotated Alt Events.
However, maps of the mean of norm metric from each voxel to all voxels, and from all voxels to each voxel, showed that ghost connections are weak relative to the real connections and both the causal and the caused maps seem to correctly resemble reality.
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The "quasi" modifier distinguishes the metric from "true" distance metrics which obey a set of standard constraints.
Raw scale scores are then each converted to a metric from 0 to 100, where 100 denotes the most severe.
A quick review for those unfamiliar with the metric from Advanced NFL Stats: Win probability measures just that — the probability that each team will win the game at any moment.
"This 'energy' attribute results in a scaled floating point metric from 0 to 1, where 1 is the most energetic.
"Vaccine effectiveness" is a very different metric from vaccine-virus match, which is done in a lab.
We did it for the first meeting between the teams in Week 5, but a quick review for those unfamiliar with the metric from Advanced NFL Stats.
The paper discusses and compares several ways to define node based metric from element based metric.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com