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Its speed was determined by the classification output (similar to Blankertz et al. (2007, 2008a)).
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In section "Posterior interpretation of output classes", posterior interpretation of the classification outputs is done.
Value to the qualitative classification output was added by comparing the latter with a more recent set of acoustic and ground-truthing information (2014).
The last decade has seen the parallel emergence in computational neuroscience and machine learning of neural network structures which spread the input signal randomly to a higher dimensional space; perform a nonlinear activation; and then solve for a regression or classification output by means of a mathematical pseudoinverse operation.
Genome-wide association studies, where the set of mutations forms the input vector x ̲ and the output is given by the classification of the biological status, for example, the disease or drug action which are associated to the respective genotype.
For a general overview of the processes affected by the drugs, the identified pathways were grouped into broader functional categories using a MetaCore pathway classification output (Table 1, Additional file 6: Table S3).
Table 5 also indicates that all identified enzymes underlying the high current outputs are oxidoreductases (as indicated by the classification number EC 1; see the EC numbers of enzymes in Additional file 1).
— will be confused by the classification.
The classification module outputs five top-scored sentences in decreasing order of their confidence scores.
The classification accuracy (Acc) is defined as the observed agreement between classification outputs and true labels [32].
Finally, EMRF flexibly combines the strengths of relearning and tri-training via the classification certainties calculated by the probabilistic output of the respective classifiers.
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