Sentence examples for combination of classification from inspiring English sources

Pharmacophore model Hypo1/7 illustrated the best combination of classification power (ROC-AUC) and correlation with bioactivity.

Combination of classification methodology and principal component analysis for effective reduced-order representation of 3D microstructures is demonstrated.

A combination of classification and regression trees with Random Forests analysis was used to develop a classification model for FRI polygons based on patterns of Canada yew abundance, and assess the performance of the model.

The combination of classification and data visualization is a key point for mechanistic model interpretation which allows one to understand which changes of the existing structures are required to improve target properties, to generate new hypothesis and, finally, to optimize the chemical structures.

Each combination of classification algorithm and training set partition results in a distinct classification model.

Cannas et al. also employed filtering and used a combination of classification accuracy and size to evaluate feature subsets; we used feature-subset size in a similar fashion.

Table 2 shows AUC ROC for all combinations of classification techniques and AD measures for all ten data sets.

Many of the combinations of classification grounds showed similar figures, as indicated by the fact that most CIs overlapped.

Alternatively, all combinations of classification variables can be exhaustively evaluated to provide a fully generalisable and unsupervised analysis.

Our results on real multiclass cancer data show that our method has a very high accuracy rate for different combinations of classification methods, giving concurrently very stable feature rankings.

Some combinations of classification proportions (scenarios 2, 7, and 11, Table 2) gave ORs adjusted for misclassification that were much greater than the crude OR of 1.63, other combinations resulted in ORs between 1 and the crude OR (scenarios 3 6, 8, and 9, Table 2), and one combination produced a protective effect (scenario 10, Table 2).