Sentence examples for clustering predictions from inspiring English sources

Pairwise alignments of all sequences represented in each 200 bp-window (MUSCLE) [ 60] were used to perform unsupervised clustering predictions.

Pairwise global sequence alignments of the two monomer types (DMA1, 59 monomers; DMA2, 34 monomers) were used to perform unsupervised clustering predictions.

Kernel trick improves largely the performance of learning system including recognition, clustering, prediction through the nonlinear kernel mapping from the input data space to output data space.

The C2C12 cell line appeared as a good compromise for the experimental analysis of the clustering prediction.

However, a similarity measure for regulatory sequences is crucial to detect and understand functional similarities between two enhancers and will facilitate large-scale analyses like clustering, prediction and classification of genome-wide datasets.

In a second, more classical approach, we filtered the HMM-based motif cluster predictions based on sequence conservation of the predicted motifs themselves.

The validity of cluster predictions was probed by determining if some the genes in each cluster encode protein with similar annotated functions (PlasmoDB.org).

Therefore, one has to analyze the dependence of the cluster predictions on threshold variation.

It combines genome wide motif cluster predictions with gene set enrichment analysis.

In addition, five of the affinity density predictions were ranked higher than 100, compared with only two of the conserved motif cluster predictions that were ranked higher than 200, suggesting higher specificity in the affinity density algorithm.

In this review, we summarize the methods for genome sequencing, gene cluster prediction, and gene editing in Streptomyces, as well as metabolic engineering strategies for NP overproduction and approaches for generating new products.