Sentence examples for comparison classification from inspiring English sources

Other processes such as random walks may also be useful to develop new approaches and applications including network characterization, comparison, classification, modeling and model evaluation.

This curve-shaped description of large networks offers a wealth of possibilities to develop new approaches and applications including network characterization, comparison, classification, modeling and model evaluation, differing from using a large bag of topological measures.

Sequence annotation, comparison, classification, and functional annotations were performed as described [ 31] using various software and databases.

For the purpose of comparison, classification of tumor samples was also performed with the optimal number of clusters determined using the Calinski-Harabasz pseudo F-statistic [ 36], and the robustness evaluated by bootstrap resampling analysis (n = 1000).

A simplified state in the comparison classification is denoted with a prime ŝ j, i ′. Results on the error ε as parameter values vary shows that the model is adequately robust to variations in the parameters, as the errors are qualitatively considered small.

The reference classification was compared to many comparison classifications with the varied parameter values.

Simple and concise representations of protein-folding patterns provide powerful abstractions for visualizations, comparisons, classifications, searching and aligning structural data.

Table 8 Comparison of classification accuracy on the UCI breast cancer image set   MLPE BoostNN DT-SVM-SMO Proposed Classification 97.10 96.25 91.67 97.28 accuracy        .

A fair and unbiased comparison between classification techniques is crucial.

Traditionally, the comparison of classification systems is accomplished for a fixed feature set.

Figure 19 Comparison of classification accuracy by varying the number of nodes.