Known classes is the number of classes that have representative labeled instances in the training set at a given iteration.
The effort required to retrieve representative labeled instances to learn a classification model is not only related to the number of distinct classes [2].
Our code also allows users to implement supervised learning approaches with their own representative labeled training data.
MAP is the translation table, which denotes the correspondence between the representative labels in the previous row and the provisional labels in the current row.
The total ion chromatogram (TIC) and EICs based on MetExtract data processing output of one representative labelled HT2 barley sample measured with LC-Orbitrap-MS is shown in Fig. 1.
One of the most time-consuming tasks that took place during the workshops was the reduction in the misalignment of the definitions and the contexts of each PCC service in each LHA; it was commonly the case that the representatives of each LHA labelled the same service using different names, and in some cases labelled services that were very different with the same name.
The Democratic nominee, Bill Nelson, former six-term member of the House and now state insurance commissioner, often labels the Republican, Representative Bill McCollum, who has served in the House for 20 years, an extremist who would sacrifice the elderly, the poor and the working class to coddle the rich.
This indicates that the new GMMs were more effective in labeling the template representative frames, and the exclusion of the outlier GMMs was helpful, too.
Representative double labeled images, and the quantification of the plaque oligomeric halo, is shown in Figure 4C (c1 to c6, and c7, respectively).
If MAP i) = k, it indicates that i which is a representative label in the previous row has been translated to label k in the current row; if MAP i) = 0, it indicates that representative label i in the previous row does not have a translated label in the current row.
