An improvement in support vector machine classification model using grey relational analysis for cancer diagnosis
To further improve the accuracy of classifier for cancer diagnosis, a hybrid model called GRA-SVM which comprises Support Vector Machine classifier and filter feature selection Grey Relational Analysis is proposed and tested against Wisconsin Breast Cancer Dataset (WBCD) and BUPA Disorder Dataset. T...
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Main Authors: | Sallehuddin, R., Ahmad Ubaidillah, Sharifah Hafizah Sy., Zain, A. M., Alwee, R., Radzi, N. H. M. |
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Format: | Article |
Language: | English |
Published: |
Penerbit UTM Press
2016
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Subjects: | |
Online Access: | http://eprints.utm.my/id/eprint/71206/1/RoselinaSallehuddin2016_Animprovementinsupportvector.pdf http://eprints.utm.my/id/eprint/71206/ https://www.scopus.com/inward/record.uri?eid=2-s2.0-84988384738&doi=10.11113%2fjt.v78.9548&partnerID=40&md5=43bfb08fc623c9f663b8bf09a29613ee |
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