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Více informací o knize Sequence Classification Using Support Vector Machines

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• Anotace
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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Information technology: general issues

• Plný název: Sequence Classification Using Support Vector Machines
• Podnázev: Inferring Relationships Between Gene Activation and Yeast Metabolic Cycles
• Autor: Thomas Otzasek
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 116
• EAN: 9783639356335
• ISBN: 3639356330
• ID: 06842607
• Nakladatelství: VDM Verlag
• Hmotnost: 181 g
• Rozměry: 229 × 152 × 7 mm
• Datum vydání: 11. May 2011

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