Improved Decision-making in Data Mining

Name: Improved Decision-making in Data Mining
Brand: VDM Verlag
SKU: 9783836489850
Price: 79.76 EUR
Availability: InStock

Автор: Eric Kyper

Език:

Корици: С меки корици

Издател: VDM Verlag

Наличност: Външен склад

Изпращаме след 9-15 дни

79.76 € 156.00 лв

This book explores model selection using decision§trees based on discretized data, and the accompany...

Информация за книгата

Автор

Eric Kyper

Език

Английски език

Корици

Книга - С меки корици

Издадена

2008

страници

EAN

9783836489850

ISBN

3836489856

Enbook ID

06990270

Издател

VDM Verlag

Теглоt

Размери

152 x 229 x 3

Пълно описание

This book explores model selection using decision§trees based on discretized data, and the accompanying§implications this has for decision-makers. Model§selection is a non-trivial exercise with a large§impact on decision-making. An information criterion§for selecting between competing decision tree models§is presented along with a method for quantifying the§opportunity costs of choosing a specific decision§tree. After the initial information criterion§development a real world example from an American§insurance company call center is presented. The§example includes the development of a program to§automate data discretization, decision tree creation,§and decision tree selection. A decision tree is§chosen and critically analyzed from a managerial§decision-making point of view. Actual call center§performance data is used as input data and results§are identified and presented in a way that is§advantageous to managers.

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