Sentence examples for boosting approach from inspiring English sources

We combine these features and use an online boosting approach to create the specific person classifier.

On the other hand, the boosting approach samples the instances in proportion to their weights.

The third is that the boosting approach used is simply inappropriate.

The OAB algorithm is a boosting approach for target classification in image series.

This is repeAteacho guaruntee that each input image is used ofce as test image.

Figure 10 Word error rates for various values of, compared with the phoneme boosting approach, for the training and the holdout set.

More specifically, bagging consistently exhibited a significantly better performance than either any of the boosting approaches examined.

Secondly, the results indicate that, in an unbiased comparison, at least for the dataset and features considered, bagging approaches enjoy a significant advantage to boosting approaches.

It is clearly shown neither of the boosting approaches employed manage to outperform a simple bagging model that is trained on presegmented phonetic data.

Unlike the "bagging" and "boosting" approaches which only combine the classifiers of a same type, the stacking approach can combine several different types of classifiers through a meta-classifier to maximize the generalization accuracy.

"For longer-term protection to prevent future outbreaks one could envisage using the combination, the so-called prime / boost approach".