Improved Decision-making in Data Mining

Name: Improved Decision-making in Data Mining
Brand: VDM Verlag
SKU: 9783836489850
Price: 75.76 EUR
Availability: InStock

Autor: Eric Kyper

Jazyk:

Väzba: Brožovaná

Vydavateľ: VDM Verlag

Dostupnosť: Skladom u dodávateľa

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75.76 €

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

Informácie o knihe

Autor

Eric Kyper

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2008

Stránok

EAN

9783836489850

ISBN

3836489856

Enbook ID

06990270

Vydavateľ

VDM Verlag

Hmotnosť

Rozmery

152 x 229 x 3

Kompletný popis

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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Improved Decision-making in Data Mining

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