Sentence examples for using a wrapper approach from inspiring English sources

AFs are evaluated individually using a wrapper approach.

We prefer this option over using a wrapper approach (Wessels et al., 2005), since wrapper approaches have exponential time complexity and often do not improve classification performance (Lai et al., 2006).

From a machine-learning perspective, most feature generation frameworks use a wrapper approach to evaluate generated features on the training set.

We thus used a wrapper approach for feature selection, and identified the optimal subset of six sequence features for input encoding.

Therefore, Kohavi and John used a wrapper approach to investigate feature relevance by an optimal classifier in practical selection scenarios, such that the prediction accuracy of the classifier was estimated using an accuracy estimation technique [ 41].

Cost sensitive learning can be implemented using an inherently cost-sensitive classification approach, or using a "wrapper" which converts an otherwise cost-agnostic classifier into a cost sensitive one.

In this article, we suggest using a wrapper method based on F-score [27].

The differential equations were solved in SUNDIALS 2.3 [ 41] using a wrapper for PySundials http://pysundials.sourceforge.net.net

This paper uses support vector machines in a wrapper approach, where the kernel parameters are optimized at the same time.

As these models did not reject the null hypothesis, we cannot assert than they are significantly different from the model built using logistic regression and genetic algorithms in a wrapper approach.

A wrapper approach, over Naive-Bayes and ID3 learning algorithms, is used to evaluate the goodness of each visited solution.