Sentence examples for using a feature set from inspiring English sources

A reasonable predictive performance (AUC: 0.70) was achieved when classifying AD and normal gene expression profiles from individuals using a feature set generated from the prioritized gene-list along with supervised classification using Random forest and LOOCV.

For each sampling, the last row of the table also presents results of a model that uses a feature set that combines the features selected by all three feature selection methods.

Signal refers to the signal used as a feature set, for comparison.

All these 42 values of each audio segment were used as a feature set for classification.

Our experimental results show that the proposed AR-GARCH model coefficients, when used as a feature set in two different classification schemes, significantly outperformed (p < .01) the conventional AR model coefficients.

Graph properties, derived from a graph representation of predicted ncRNA structure, have been previously used as a feature set to classify ncRNA molecules [ 29].

To verify the contribution of the feature selection procedure to the performance of the classifier, we conducted two experiments with the SVM classifier, using a base feature set of 28 different features.

Zheng et al. [13, 16] investigated the use of a feature set including dynamic, spatial, and morphological features with a linear classifier.

The results in Rows 7 11 showed that using a combined feature set without PPI category can gain better performance than those of other four kinds of combined feature groups.

Unlike many existing techniques where multiple features are used for classification, in the proposed technique, only one TF decomposition parameter is used to generate a feature set from different frequency bands for classification.

Our scores could presumably be improved further by using a refined feature set and/or speaker adaptation.