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The mean pairwise disconnectivity index of its instances is 0.0039: that is only about 0.4% of all connected pairs of genes become suspended when a randomly selected instance of this motif is deleted from the network.
Weights (W) or quality estimates for each attribute (A) are estimated based on whether the nearest neighbor (nearest hit, H) of a randomly selected instance (R) from the same class and the nearest neighbor from the other class (nearest miss, M) have the same or different values.
The algorithm is shown in Figure 4 and updating W i can use Equation 1: (1) W i = W i − ∑ k = 1 K D H n ⋅ K + ∑ c = 1 C − 1 P c ⋅ ∑ k = 1 K D M c n ⋅ K where n c is the number of instances in class c, D H (or D M c ) is the sum of distance between the selected instance and each H (or M c ), P c is the prior probability of class c.
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He has selected instances of factual errors, grammatical mistakes and inappropriate court reporting.
"We see selected instances," she said, "but that does not mean that it is being done to a great extent throughout the industry.
The Office Assistant was designed to give instant aid to users, either by popping up at selected instances or by allowing the user to type in questions about the Word program in its search box.
[30] compute diversity within selected instances from their conditional error.
[24] suggest a batch mode active learning relying on the Fisher information matrix to ensure small redundancy among selected instances.
Computational results on the selected instances show that the algorithm on average outperforms the myopic policy by 23 28%, depending on the parametric design.
Given the training dataset, the method creates a test set by linear interpolation with random coefficients between pairs of randomly selected instances of the same class.
Comparing the instances that are being selected by each active learning strategy for instance, by computing the percentage and class distribution of common selected instances as the learning process evolves might help understanding operating patterns from each strategy.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com