Sentence examples for features to represent a from inspiring English sources
Moreover, the ANN models combine the information obtained from the selected features to represent a more complex and nonlinear (except for Perceptron-type ANNs) relationship between molecular structure and activity than is suggested by the inherently linear descriptor ranking.
After principal features are selected from numerous initial features to represent a case, through GHSOM cases are organized and managed in case base and while case retrieval is conducted, new case is guided into corresponding sub-case base, which greatly raises system's accuracy and efficiency.
For example, to achieve the performance exhibited in the table, the Frequent SubGraph (FSG) model used 18 542 features to represent a compound.
As in medical semantic relation classification, we employ a simple extraction tree as a structured feature to represent an instance for temporal relation identification.
We extract rock color and texture features and using mutual information we selected 14 from 36 features to represent the data in a lower dimensional space.
Unless specified, DNA sequences were extracted from UCSC assembly (hg18), and k-mer (k = 1,2,3,4,5) content (count/size) was calculated for each region, yielding a total of 1,364 sequence features to represent the underlying sequence information of a particular genomic region.
The motivation for selecting skewness as one of the distinguishing features to represent shadow is it always shows a variation from the skewness of the creating object and the casted background [30].
Features 1 to 8 are the features extracted to represent a character.
By clustering solutions (set covering), we select the most parsimonious feature set to represent a collection of nested bi-cliques.
Therefore, the total feature space to represent a protein sample contained (21*4+20+1+22+1) = 128 components, as listed in Additional file 1 for the details.
The features used to represent an utterance for DS detection include parts-of-speech (POSs) [18], semantic roles [19, 20], prosody [21, 22], and keywords [23].
