Improved Decision-making in Data Mining pdf epub mobi txt 电子书 下载 2024


Improved Decision-making in Data Mining

简体网页||繁体网页
Eric Kyper
VDM Verlag Dr. Müller
2008-12-05
52
USD 62.00
Paperback
9783836489850

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发表于2024-11-23

Improved Decision-making in Data Mining epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Improved Decision-making in Data Mining epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Improved Decision-making in Data Mining pdf epub mobi txt 电子书 下载 2024



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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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