Sentence examples for of unknown classes from inspiring English sources

Concept-evolution occurs due to presence of unknown classes in data.

In this article, the focus is not on the detection of unknown classes and hierarchies of ncRNAs but on the detection of already known ncRNA classes to demonstrate the usefulness of our scoring system.

The Bayesian score calculated for a compound of unknown class is calculated by multiplying the probabilities for each descriptor contained in the compound; this score represents the likeliness of the compound being active.

Class-II and class-III categories of stimuli were made of these familiar/own song stimuli and of unknown class-II and class-III songs of wild-caught birds (see below and Fig. 5).

Finally, figure 13 shows protein MT1417 Rv13722, Q7D8I1), which is of unknown class in Tuberculist, but suggested by UniProt to belong to the chalcone/stilbene synthase family known to be involved in lipid metabolism.

A point x of unknown class is then classified as class 1 if f1 x) > f0 x), as class 0 otherwise.

Models are used to automatically label samples of unknown class by using a training set of known labelled samples.

Based on various BLAST sequence comparisons to several databases (see Methods and Additional file 1), these unigenes were functionally characterized into the following groups: Putative secreted (S), putative housekeeping (H), transposable element-derived (TE), and of unknown class (U), because they could not be classified (some of which may derive from untranslated regions of mRNAs) (Table 1).

In order to understand the performance of general classifier on unknown class, we created two additional datasets EGFR10-pyrimidine dataset and EGFR10-quinazoline dataset.

In general, d-Confidence improves the performance of its baseline criteria both from the exploration point of view finding unknown classes faster and from the exploitation point of view improving, although marginally, the accuracy when applied to tabular, low-dimensional data.

When applied to text corpora, farthest-first was outperformed by d-Confidence on the imbalanced corpus and presented similar performance on the balanced corpus, in terms of finding unknown classes, but with lower accuracy.