Kniha Sequence Classification Using Support Vector Machines Thomas Otzasek

Sequence Classification Using Support Vector Machines

Inferring Relationships Between Gene Activation and Yeast Metabolic Cycles

Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: VDM Verlag
Dostupnost: U nakladatele na objednávku
Odesíláme za 17-27 dnů
1 173
This book is about classification of nucleotide chains from yeast metabolic cycle data. First of all...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2011
Stránek
116
EAN
9783639356335
ISBN
3639356330
Enbook ID
06842607
Vydavatel
Hmotnost
181
Rozměry
152 x 229 x 7

Kompletní popis

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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