Sentence examples for build a multiclass classifier from inspiring English sources

Various methods have been proposed to build a multiclass classifier from a set of two-class SVMs.

We have two different tasks in this area: one is the training and construction of ensembles of classifiers, with each one being able to solve the multiclass problem; the other task is the fusion of binary classifiers, with each one solving a different two-class problem to construct a multiclass classifier.

A multiclass classifier is constructed by combining SVMlight algorithm with directed acyclic graph SVM (DAGSVM) method, named DAGSVMlight.

This paper is devoted to the study of several aspects on the fusion process of binary classifiers to obtain a multiclass classifier.

In order to map the pressure patterns with different finger motions, a multiclass classifier was designed based on the Support Vector Machine (SVM) algorithm.

Working with data provided by WalMart, the team built a multiclass logistic regression model to predict the most popular product at a particular store on a given day.

To build a powerful strong classifier, basis classifiers which have higher precision must take more responsibility in categorization process.

A bootstrapping algorithm is used to iteratively build a target classifier from the two domains.

This provided 6 features in total used to build a BCI classifier.

Thus, we build a classifier that extracts "first person" tweets for each of the two topics.

To build a classifier, we obtain nk training samples per class, with m features per sample.