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

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Eric Kyper 作者

VDM Verlag Dr. Müller

译者

2008-12-05 出版日期

52 页数

USD 62.00 价格

Paperback

丛书系列

9783836489850 图书编码

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

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Improved Decision-making in Data Mining 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

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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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