Searching for An Ensemble Of Weighted Support Vector Machines For Ordinal Regression information? Find all needed info by using official links provided below.
https://www.researchgate.net/publication/228350235_An_ensemble_of_weighted_support_vector_machines_for_ordinal_regression
The Support Vector Machine with Ordered Partitions (SV- MOP classifier) is an ensemble of weighted support vector machines for ordinal regression proposed in [25], based on Frank & Hall binary ...
http://www.idc-online.com/technical_references/pdfs/electrical_engineering/An%20ensemble%20of.pdf
An ensemble of Weighted Support Vector Machines for Ordinal Regression Willem Waegeman, and Luc Boullart Abstract—Instead of traditional (nominal) classification we inves- tigate the subject of ordinal classification or ranking.
https://users.ugent.be/~wwaegemn/icnn.pdf
An ensemble of Weighted Support Vector Machines for Ordinal Regression Willem Waegeman, Luc Boullart Abstract—Instead of traditional (nominal) classification we inves-tigate the subject of ordinal classification or ranking. An enhanced method based on an ensemble of Support Vector Machines (SVM’s) is proposed.
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.86.7093
method based on an ensemble of Support Vector Machines (SVM’s) is proposed. Each binary classifier is trained with specific weights for each object in the training data set. Experiments on benchmark datasets and synthetic data indicate that the performance of our approach is comparable to state of the art kernel methods for ordinal regression.
https://biblio.ugent.be/publication/353672
Waegeman, W., & Boullart, L. (2006). An ensemble of weighted support vector machines for ordinal regression. In C. Ardil (Ed.), Proceedings of World Academy of Science Engineering and Technology (Vol. 12, pp. 71–75). Presented at the Conference of the World Academy of Science Engineering and Technology, Canakkale, Turkey: World Academy of Science, Engineering and Technology (WASET).Cited by: 30
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.120.2
An ensemble of Weighted Support Vector Machines for Ordinal Regression ... ensemble of Weighted Support Vector Machines for Ordinal Regression}, year = {}} Share. OpenURL . Abstract. Abstract — Instead of traditional (nominal) classification we investigate. Keyphrases. ordinal regression weighted support vector machine ...
https://github.com/ayrna/orca
Jul 23, 2019 · [4] W. Waegeman and L. Boullart, “An ensemble of weighted support vector machines for ordinal regression,” International Journal of Computer Systems Science and …
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0155119
The adaptation of cost-sensitive learning with the regular SVM is known as weighted support vector machine (WSVM , also termed as Fuzzy SVM) . The main idea is to consider weighting scheme in learning such that the WSVM algorithm builds the decision hyperplane based on the relative contribution of data points in training.Cited by: 21
https://core.ac.uk/display/55738258
Instead of traditional (nominal) classification we investigate the subject of ordinal classification or ranking. An enhanced method based on an ensemble of Support Vector Machines (SVM's) is proposed. Each binary classifier is trained with specific weights for each object in the training data set.Author: Willem Waegeman and Luc Boullart
http://www.uco.es/grupos/ayrna/orreview
[4] W. Waegeman and L. Boullart, “An ensemble of weighted support vector machines for ordinal regression,” International Journal of Computer Systems Science and Engineering, vol. 3, …
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