Sentence examples for approaches with feature from inspiring English sources

All learning algorithms employing predictive discriminative approaches with feature selection improved the predictive accuracy over standard approaches by statistically significant margins.

The experimental results show that the proposed approach with features extracted from the PDS of the RTD signals calculated using eigen-analysis methods is the most robust and reliable in RTD signal identification.

Ghanty and Pal [ 23] proposed the Fusion of Heterogeneous Classifiers approach, with features including the selected trio AACs and trio potential, and the overall recognition accuracy reached 68.6%.

Figure 10 Classification accuracy of different approaches with different feature dimensions.

The ensemble approach combined with feature transformation and feature selection showed increased performance, being able to predict early readmissions with an AUC of 0.77 ± 0.02.

In the following, we will illustrate in more details some of the state-of-the-art approaches working with features extracted on spatial domain.

Therefore, the generic and specific term weighting approaches are analogous with feature selection that makes the vector model more parsimonious with respect to the number of available cases.

The method combines features of the GRAMMAR approach [39] with features of Model-based MDR [40] (MB-MDR).

We represent our approach with a feature model taken from literature.

The Daily Show host is a master of satire, but has taken a different approach with his feature Rosewater.

This analytical approach in combination with naïve Bayes probabilistic modeling is a machine learning approach with embedded feature selection, which is in our opinion an appropriate classification strategy.