Sentence examples for by the classification analysis from inspiring English sources

This suggested the presence of different profiles in our sample, which was confirmed by the classification analysis.

We limited the tonotopic gradient analysis to the region identified as core by the pattern classification analysis.

Table  2 shows the characteristics of each subgroup identified by the classification tree analysis.

The predictive potential of the biomarkers could be illustrated by classification analysis of the expression data compared to clinical response or non-response following DIMS0150 treatment.

(1219) More-detailed information about structural requirements for binding and, indirectly, the geometry of the binding site was obtained by classification analysis, 1222) pharmacophore studies, pseudo-receptor modeling, 1225) GRIND descriptor studies, 1226) and 3D-QSAR analyses, which were combined with the homology models, based on the available bacterial ABC transporter structures.

Gene expression patterns that categorized patients with or without the disease control to CI were compared by supervised classification analysis.

Our recent study demonstrated that based on functional modules, i.e., GO categories enriched with differentially expressed genes (DEGs), cancer types can be precisely and robustly classified by supervised classification analysis [ 5] or discovered by clustering analysis [ 7].

By means of explorative classification analysis, we identified three different prognostic groups with statistically significant differences in the overall survival.

To explore the genetic discrepancy and sample subdivisions among the four HapMap II populations, an exploratory unsupervised analysis was performed, followed by an intensive supervised classification analysis.

Therefore in PhenoLink, continuous phenotypic measurements are grouped by binning to perform classification analysis instead of regression.

A total of 200 images for individual M1 particles were obtained, boxed out and classified using EMAN 1.8 (Fig.  1A) and the symmetry of the particles was determined by reference free two-dimensional classification analysis.