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OverviewFull Product DetailsAuthor: Frank AcitoPublisher: Springer International Publishing AG Imprint: Springer International Publishing AG ISBN: 9783031456329ISBN 10: 3031456327 Pages: 314 Publication Date: 30 November 2024 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand ![]() We will order this item for you from a manufactured on demand supplier. Table of ContentsChapter 1 Introduction to analytics.- Chapter 2 Problem definition.- Chapter 3 Introduction to KNIME.- Chapter 4 Data preparation.- Chapter 5 Dimensionality reduction and feature extraction.- Chapter 6 Ordinary least squares regression.- Chapter 7 Logistic regression.- Chapter 8 Decision and regression trees.- Chapter 9 Naïve Bayes.- Chapter 10 k nearest neighbors.- Chapter 11 Neural networks.- Chapter 12 Ensemble models.- Chapter 13 Cluster analysis.- Chapter 14 Communication and deploymentReviewsAuthor InformationFrank Acito is Professor emeritus, Indiana University, Bloomington Tab Content 6Author Website:Countries AvailableAll regions |