Generating an SVM Kernel function using genetic algorithm
SVMs' performance is affected greatly by the choice of kernel function and kernel parameters. This study made use of a complete binary tree of depth 3 and the Genetic Algorithm to automate the non-trivial task of finding a kernel function that best classi
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Archīum Ateneo
2012
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ph-ateneo-arc.theses-dissertations-13182021-04-11T05:42:03Z Generating an SVM Kernel function using genetic algorithm IMMER, BALDOS SVMs' performance is affected greatly by the choice of kernel function and kernel parameters. This study made use of a complete binary tree of depth 3 and the Genetic Algorithm to automate the non-trivial task of finding a kernel function that best classi 2012-01-01T08:00:00Z text https://archium.ateneo.edu/theses-dissertations/192 Theses and Dissertations (All) Archīum Ateneo Support vector machines Supervised learning (Machine learning)Kernel functions |
| institution |
Ateneo De Manila University |
| building |
Ateneo De Manila University Library |
| continent |
Asia |
| country |
Philippines Philippines |
| content_provider |
Ateneo De Manila University Library |
| collection |
archium.Ateneo Institutional Repository |
| topic |
Support vector machines Supervised learning (Machine learning)Kernel functions |
| spellingShingle |
Support vector machines Supervised learning (Machine learning)Kernel functions IMMER, BALDOS Generating an SVM Kernel function using genetic algorithm |
| description |
SVMs' performance is affected greatly by the choice of kernel function and kernel parameters. This study made use of a complete binary tree of depth 3 and the Genetic Algorithm to automate the non-trivial task of finding a kernel function that best classi |
| format |
text |
| author |
IMMER, BALDOS |
| author_facet |
IMMER, BALDOS |
| author_sort |
IMMER, BALDOS |
| title |
Generating an SVM Kernel function using genetic algorithm |
| title_short |
Generating an SVM Kernel function using genetic algorithm |
| title_full |
Generating an SVM Kernel function using genetic algorithm |
| title_fullStr |
Generating an SVM Kernel function using genetic algorithm |
| title_full_unstemmed |
Generating an SVM Kernel function using genetic algorithm |
| title_sort |
generating an svm kernel function using genetic algorithm |
| publisher |
Archīum Ateneo |
| publishDate |
2012 |
| url |
https://archium.ateneo.edu/theses-dissertations/192 |
| _version_ |
1712577804221022208 |