Sentence examples for employed with feature from inspiring English sources

Whenever cross-validation is employed with feature selection or parameter tuning, a twice-nested implementation is requisite for obtaining results that are unbiased by information in the test set.

One of the most widely used face detector is the real-time face detection algorithm developed by Viola and Jones [3], in which a cascade of classifiers is employed with Harr-wavelet features.

The classification results reveal that the SVM classifier achieves 90.0% average accuracy and 0.93 AUC when it is employed with an optimized set of features obtained by using a genetic algorithm.

When these features are employed with mobile devices, they can supplement environmental factors such as signs and room numbers that are off the eye level zone, and difficult medical terminologies on signs.

Determination of constitutive or differential expression of the RNA features was employed with baySeq [ 49], which uses an empirical Bayes approach assuming a negative binomial distribution and is capable of dealing with multi-group experimental designs.

Computational fluid dynamics is often employed with a focus on the flow features inside the pump that cannot be measured experimentally, typically regions of nonphysiological shear stress that could increase hemolytic or thrombogenic potential of the pump.

This information is employed with the purpose of extracting robust features from the scene, which are the inputs to a module that estimates risks and controls the robot.

We employed a feature vector with 771 elements using the Gabor STMFs by Schädler et al. [49].

For SPThres values in the range 10%to45%5%, the precision and recall percentages are between 93.7% to 95.2% and 95.2% to 98.5% for right and left, respectively, and the resulting F-scores are in the range of 95.2% to 96.3%. Figure 17 shows examples with the employed 1D feature.

To carry out this experiment, Local Binary Pattern LBPP) [ 26] along with Scale Invariant Feature Transform (SIFT) [ 27] are employed as feature extractor from the eye images.

The LDA-based models were employed for feature selection.