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The absolute t-statistic measures the weighted distance between the centroid of two classes, which is directly related to the discriminative power of the giving feature.
The meaning of t-statistic value is intuitive, which measures the weighted distance between the centroid of one class and the other class on the feature p. It is usually believed that the value of t(p| Y) largely represents the discriminative power of the giving feature, higher absolute score means greater discriminative power.
Similar(58)
Such methods require an explicitly given feature vector.
However, another chemical structure may be consistent with a given feature vector.
A given feature may not have significant performance with all classifiers.
Five prediction coefficients from each subband give feature vector of dimension 20.
A higher score implies that the related class is more dependent on the given feature.
Therefore, both X-ray diffraction patterns and HR-TEM give feature characteristics of the maghemite structure.
For a given feature point, the angle of rotation compensation is also fixed.
In this approach to feature selection, it is assumed that a given feature is independent of others.
One model generates a range of configurations for processing a given feature, the other checks the viability of specified configurations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com