Exact(26)
In order to find the most relevant features, the relevance measures estimated were reshaped as vectors and later sorted from highest to lowest values.
The article is organized as follows: The first section is dedicated to an overview of linear decomposition methods with extension to matrix data; second, the concepts of relevance in terms of relevant mappings and the selection of t f based features by means of relevance measures, are described.
The relevance measures clearly reflected the particular stochastic behavior of each kind of signal.
In the scenario 2, for EEG signals, the behavior for both relevance measures is quite similar.
For both databases, the relevance vectors sorted using the relevance measures considered are shown at the bottom of each subfigure in Figure 6.
The relevance measures based on linear correlation and symmetrical uncertainty select those time instants in the systole and diastole, where normal heart murmurs should be present.
Similar(34)
Such variables are named relevant features, whereas the measure of evaluation is known as relevance measure.
For each pair of adjacent points, the relevance measure R is calculated.
To quantify this, we define a relevance measure for each pair of points [34].
The pruning technique is novel in its quantified sensitivity measure and so is its relevance measure.
We propose a dimension relevance measure to indicate the cluster significance in the corresponding subspace.
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