Improved Decision-making in Data Mining pdf epub mobi txt 電子書下載 2024

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Eric Kyper

VDM Verlag Dr. Müller

2008-12-05

USD 62.00

Paperback

9783836489850

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发表于2024-12-29

Improved Decision-making in Data Mining epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Improved Decision-making in Data Mining pdf epub mobi txt 電子書下載 2024

圖書描述

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.

Improved Decision-making in Data Mining 下載 mobi epub pdf txt 電子書