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

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发表于2024-11-14

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

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出版者:VDM Verlag Dr. Müller

作者:Eric Kyper

出品人:

页数:52

译者:

出版时间:2008-12-05

价格:USD 62.00

装帧:Paperback

isbn号码:9783836489850

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Improved Decision-making in Data Mining 2024 pdf epub mobi 电子书图书描述

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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