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Applied Predictive Modeling
Language: en
Pages: 595
Authors: Max Kuhn
Categories: Medical
Type: BOOK - Published: 2013-05-17 - Publisher: Springer Science & Business Media

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Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundatio
Applied Predictive Modeling
Language: en
Pages: 600
Authors: Max Kuhn
Categories: Medical
Type: BOOK - Published: 2019-03-16 - Publisher: Springer

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Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundatio
Clinical Prediction Models
Language: en
Pages: 558
Authors: Ewout W. Steyerberg
Categories: Medical
Type: BOOK - Published: 2019-07-22 - Publisher: Springer

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The second edition of this volume provides insight and practical illustrations on how modern statistical concepts and regression methods can be applied in medic
Feature Engineering and Selection
Language: en
Pages: 266
Authors: Max Kuhn
Categories: Business & Economics
Type: BOOK - Published: 2019-07-25 - Publisher: CRC Press

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The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the mode
Predictive Modeling Applications in Actuarial Science
Language: en
Pages: 565
Authors: Edward W. Frees
Categories: Business & Economics
Type: BOOK - Published: 2014-07-28 - Publisher: Cambridge University Press

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This book is for actuaries and financial analysts developing their expertise in statistics and who wish to become familiar with concrete examples of predictive