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Such variables are named relevant features, whereas the measure of evaluation is known as relevance measure.
We propose a dimension relevance measure to indicate the cluster significance in the corresponding subspace.
The pruning technique is novel in its quantified sensitivity measure and so is its relevance measure.
This paper deals with the relevance measure, a critical sub-task in recommendation systems and relationships between relevance and similarity concepts.
The basic idea for introducing such a relevance measure is that a neuron with less relevance ought to have less effect on its succeeding neurons and thus contribute less to the entire network.
Grates emphasized that their relevance measure does not credit "negative" relevance—"You can't win by being bad," he said.
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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 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.
Because the generation task required generating questions from given texts, relevance measured the match of the question to its source in the text.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com