Comparison to the set ss-motifs identified as being most informative with respect to computational prediction of miRNA precursor (i.e., "informative" ss-motifs [ 29]), showed that more "informative" ss-motifs were identified among older than younger miRNA precursors (Table 2).
Data annotation and integration represents the final and most informative stage of analysis and requires computational and genomics background on genomic organization and structure (Step 16).
The datasets are first preprocessed, and then to reduce the computational complexity and select the most informative genes, FCBF is applied to these datasets.
Optimal design of experiments (O-DOE) is a computational, statistically-oriented approach for designing experiences that are most informative according to a well-defined criterion.
While testing large numbers of compounds may be impractical, computational approaches can exploit existing data to determine the most informative substrates to test next, thereby more thoroughly exploring an enzyme's versatility.
These results were expected due to the capabilities of both approaches to capture the most informative relevant points or bands over the t f planes, which additionally brings computational stability to the dimensionality reduction process.
In order to reduce the computational complexity of the problem at hand and select the most informative genes, we run all 5 feature selection algorithms against each dataset and obtain the number of selected features for each algorithm.
Due to the limitation of labeled training samples, computational complexity, and other difficulties, active learning (AL) algorithms aiming at finding the most informative training samples have been an active topic of research in remote sensing image classification in the last few years.
Considering only the most informative feature vectors will not only increase the accuracy of the method but also greatly increase the computational efficiency and reduce the necessary computational memory consumption.
There exists an informal shortlist of plant traits that are thought to be most informative.
