Exact(2)
In the case of classifications of clear versus rotated speech (Fig. 5 A), above-chance classification was identified within a fronto-temporo-parietal network, including the bilateral inferior frontal gyri (pars opercularis and triangularis), left angular gyrus, and both anterior and posterior superior/middle temporal gyri.
In the case of classifications of (NV vs. rotNV), above-chance classification was also identified in a bilateral fronto-temporo-parietal network, including the inferior frontal gyri (pars triangularis, pars opercularis, and pars orbitalis), inferior parietal cortices, and both anterior and posterior superior/middle temporal cortices (Fig. 5 B).
Similar(58)
The zero-minimizers -- in the case of classification -- have a non-zero margin.
Existing feature dimensionality reduction algorithms are inherently designed for the case of classification, clustering and retrieval, but not for ranking applications such as visual search reranking.
In the particular case of classification, stream-mining has to adapt its behavior to the volatile underlying data distributions, what has been called concept drift.
The presented prototype is based on a semi-continuous principle, where sediment is built up within the rotor while the liquid (which contains the fine fraction in case of classification) is discharged at the overflow weir.
In the case of classification, predictions are generated by averaging probability estimates, no by voting.
The y values are typically drawn from a discrete set of classes {1,…,K} in the case of classification.
In the case of classification this leads to models with a higher specificity when compared to conventional QSAR.
In the case of classification models, conformal prediction produces a set of labels, e.g., in binary classification it produces {0}, {1}, {0, 1} and sets.
Descriptor sets were ranked twice per experiment using 2 validation parameters (R02 and RMSE in the case of regression and MCC and Sensitivity in the case of classification).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com