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An analysis how good an input fits into the given classification produces the measure for the quality of the network response.
Differently from the given classification, TBC put together subtypes 6i and 6j (Figure 3, panel A).
We modify equation (15) by replacing φi, k, the group assignment computed by the mixture model, with κi, k, the given classification information for the experimental conditions.
Thus the algorithm finds which kernels, and hence which features per data type, are most relevant for the given classification problem.
For "no trigger" class, the given classification score is multiplied by β so as to increase the possibility of tokens falling into "trigger" class.
As would be expected, the vast majority of gene pairs have low predictive accuracy in the given classification tasks, with only a small fraction exhibiting strong correlation with phenotype.
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This validation scheme estimates the accuracy of a given classification model by inducing the same number of classifiers as the dataset is comprised of.
A neural network processes training examples individually, and learns by comparing its classification of the input (which is initially largely arbitrary) with the given correct classification.
The lead authors of 12 reviews assessed the included trials and gave classifications for each outcome.
To further assess how repeatability affected classification, we examined the classification concordance of the repeat measurements given the classification algorithm developed in [ 3].
1942 Joins the US army and is given the classification of "playwright", writing manuals and training films for the troops.
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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