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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Bibliographic Details
Main Author: IMMER, BALDOS
Format: text
Published: Archīum Ateneo 2012
Subjects:
Online Access:https://archium.ateneo.edu/theses-dissertations/192
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Institution: Ateneo De Manila University
id ph-ateneo-arc.theses-dissertations-1318
record_format eprints
spelling 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
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