Thomas Otzasek: Sequence Classification Using Support Vector Machines
Description
This book is about classification of nucleotide chains from yeast metabolic cycle data. First of all, the goals and the data set will be explained. After that an introduction in classification tasks, machine learning and support vector machines will be given and the so called Motif-Kernel will be introduced. Furthermore, all used techniques will be explained in detail. Another very important part of this book is the statistical analysis of the data set and of the results. The results of the different methods will be compared and discussed in detail. The last chapter is a short summary of the results.
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Author: Thomas Otzasek
Number of Pages: 116 pages
Published Date: 11 May 2011
Publisher: VDM Verlag
Publication Country: Germany
Language: English
ISBN: 9783639356335
Download Link: Click Here
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