Evolutionary Applications for Financial Prediction : Classification Methods to Gather Patterns Using Genetic Programming

Language: English

Published by VDM Verlag Dr. Müller, 2011

3639307674 / 9783639307672

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - This book presents three applications, based on Machine Learning and Genetic Programming, which are devoted to find useful patterns to predict future events. The objective is to train the algorithms by using past data to produce a classifier that identifies the positive cases and discriminates the false alarms. This work uses examples for predicting future opportunities in financial stock markets in cases where the number of profitable opportunities is scarce. However, when the number of positive examples is small in comparison with the number of total cases, the identification of useful patterns becomes a serious challenge. Nevertheless, the objective of many real world problems, is precisely to identify the minority class as the fraud detection problem, or medical diagnosis and many other examples. The techniques of this book are suitable to deal with imbalanced data sets, provide comprehensible results that allow users to understand the factors that are involved in the decision, as well as to generate a range of solutions that let the user choose the best trade off according to their risk preferences.…

Seller Inventory # 9783639307672

Title
Evolutionary Applications for Financial Prediction : Classification Methods to Gather Patterns Using Genetic Programming
Author
Alma Lilia Garcia Almanza
Publisher
VDM Verlag Dr. Müller
Publication year
2011
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3639307674
ISBN 13
9783639307672
Item weight
244 grams
Dimensions
22.00x15.00x1.00 cm

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

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