A more comprehensive comparison of strains, which will be possible with increasing amounts of data, will be interesting future work, especially if coupled with large scale molecular characterization data sets, like genome or transcriptome sequencing or proteome data.
Molecular characterization for the data set for each gene.
A comparative analysis based on Weibull probability distribution has further confirmed that statistical characterization based on original data set may not be able to provide favorable results.
We evaluated the performance of models derived from "skipping type" data set characterization to explore the effect of image data density that would be sufficient for constructing accurate osteogenic differentiation models (Fig. 4).
Functional characterization of the unigene data set consisted of pairwise comparison of both the high quality clones and the contig consensus sequences against the NCBI nr [ 39] and SWISS-PROT [ 40] protein databases using the fastx3.4 algorithm [ 7].
FR guarantees the selection of the optimal subset of representative data from the overall well log data set for the characterization of a specific reservoir property; and, this implicitly improves the modeling and predication accuracy of the MLP.
This characterization of performance on a test data set designed to simulate the challenges of deconvolving leukocytes provides important knowledge of the capabilities of the method that guide its application to whole blood.
For general characterization of properties of the proteins in the data set and also detection of the enriched cellular component, molecular function and biological process, gene ontology enrichment was performed using DAVID open-source software tool [ 20].
After getting appropriate segmentation of the data set, our next task is the characterization of each cluster.
Additional kinetics details, including a representative data set, detailed synthetic procedures, and compound characterization data.
However, selection tests were done according to two different PBR characterizations [ 44, 45], and tested on the entire data set as well as all species individually, and the three clusters independently.
