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This paper proposes a framework for binary classification of the time series with cyclic characteristics.
Specifically, the influence of separability and modality of the fitness landscapes on the behaviour of EAs is analysed in depth to conclude that the typical binary classification of the target functions into separable/non-separable and unimodal/multimodal is too general, and characterizing the EAs' response in these terms is misleading.
For the binary classification, of the ten state-of-the-art researches, only seven of them reported F-measure results.
The features' responses are thresholded which enables a binary classification of the image region the feature is applied to.
The Rose criterion [21] for successful image lesion detectability, CNR > 3, was then used for binary classification of the PET images.
Procedure We ran the probabilistic classifier in order to perform binary classification of the shower events for each of the target variables.
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Additionally, DOMINE provides a quality measure of the DDI confidence, as well as a binary classification of whether the domains are part of the same GO biological process.
To compare the relative information content among them for neuronal ensemble activity of each rat, I quantitatively assessed the performances of the binary classification of neuronal trajectories in the central stem of the maze between a pair of journeys irrespective of subtask, between a pair of task-demands irrespective of journey, and between a pair of trial types.
For the first benchmark, we performed a binary classification of genes in the six search spaces as "candidates" or "non-candidates".
From our results, while the accuracy of the classification of severity is not high as in the binary classification of absence or presence of code smells, the ranking correlation of the actual and predicted severity for the best models reaches 0.88 0.96, measured through Spearman's ρ.
The binary classification of DMO was compared with the binary classification of ischaemia (table 2) and the two were found to be significantly related (p<0.001).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com