Predictive Data Mining Models

✍ Scribed by David L. Olson, Desheng Wu (auth.)

Publisher: Springer Singapore
Year: 2017
Tongue: English
Leaves: 105
Series: Computational Risk Management
Category: Library

No coin nor oath required. For personal study only.

✦ Table of Contents

Front Matter....Pages i-xi
Knowledge Management....Pages 1-7
Data Sets....Pages 9-15
Basic Forecasting Tools....Pages 17-33
Multiple Regression....Pages 35-43
Regression Tree Models....Pages 45-54
Autoregressive Models....Pages 55-69
Classification Tools....Pages 71-93
Predictive Models and Big Data....Pages 95-97
Back Matter....Pages 99-102

✦ Subjects

Big Data/Analytics;Data Mining and Knowledge Discovery;Risk Management

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